File: expected_output_2.txt

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klustakwik 3.0.2%2Bds-2
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This is the (almost the same) output after doing the matrix blocking, which
slightly changes the results but leaves the number of iterations the same.

FileBase	dantest
ElecNo	1
MaskFileBase	dantest
MaskElecNo	1
MinClusters	20
MaxClusters	20
MaxPossibleClusters	100
nStarts	1
RandomSeed	2304983
Debug	0
Verbose	1
UseFeatures	1111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyMix	1.000000
Subset	1
help	0
Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 1 Masks = 1 Masks = 1 Masks = 0 Masks = 0 Masks = 0 Masks = 1 Masks = 1 Masks = 1 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 Masks = 0 
Loaded 9999 data points of dimension 97.
meanDims = 6
Starting from 20 clusters...
--- Clustering full data set of 9999 points ---
Deleting Class 19. Lose 15.522237 but Gain 128.943365
Iteration 0F: 19 clusters Score -12893.9 nChanged 9114
Deleting Class 10. Lose 92.150963 but Gain 128.943365
Iteration 1F: 18 clusters Score -32745.2 nChanged 4487
Iteration 2F: 18 clusters Score -37741.03 nChanged 2270
Iteration 3F: 18 clusters Score -39675.96 nChanged 1317
Deleted class 4: not enough members
Deleted class 12: not enough members
Iteration 4F: 16 clusters Score -40231.35 nChanged 1026
Iteration 5F: 16 clusters Score -41034.74 nChanged 659
Iteration 6F: 16 clusters Score -41264.78 nChanged 420
Deleted class 14: not enough members
Iteration 7Q: 15 clusters Score -41414.12 nChanged 420
Iteration 8Q: 15 clusters Score -41818.43 nChanged 350
Deleted class 17: not enough members
Iteration 9Q: 14 clusters Score -42067.86 nChanged 325
Iteration 10Q: 14 clusters Score -42306.88 nChanged 215
Iteration 11Q: 14 clusters Score -42286.73 nChanged 179
Iteration 12Q: 14 clusters Score -42269.89 nChanged 173
Iteration 13Q: 14 clusters Score -42235.22 nChanged 185
Iteration 14Q: 14 clusters Score -42204.01 nChanged 186
Iteration 15Q: 14 clusters Score -42202.86 nChanged 175
Iteration 16Q: 14 clusters Score -42220.96 nChanged 154
Iteration 17Q: 14 clusters Score -42223.4 nChanged 128
Iteration 18Q: 14 clusters Score -42231.36 nChanged 104
Iteration 19Q: 14 clusters Score -42229.74 nChanged 102
Iteration 20F: 14 clusters Score -42254.58 nChanged 117
Iteration 21Q: 14 clusters Score -42282.08 nChanged 117
Iteration 22Q: 14 clusters Score -42319.07 nChanged 132
Iteration 23Q: 14 clusters Score -42387.55 nChanged 125
Iteration 24Q: 14 clusters Score -42477.14 nChanged 83
Iteration 25Q: 14 clusters Score -42516.73 nChanged 64
Iteration 26Q: 14 clusters Score -42527.26 nChanged 53
Iteration 27Q: 14 clusters Score -42535.17 nChanged 55
Iteration 28Q: 14 clusters Score -42552.09 nChanged 43
Iteration 29Q: 14 clusters Score -42554.9 nChanged 54
Iteration 30Q: 14 clusters Score -42576.16 nChanged 54
Iteration 31Q: 14 clusters Score -42594.57 nChanged 44
Iteration 32Q: 14 clusters Score -42597.39 nChanged 42
Iteration 33Q: 14 clusters Score -42603.32 nChanged 42
Iteration 34Q: 14 clusters Score -42613.31 nChanged 40
Iteration 35Q: 14 clusters Score -42626.64 nChanged 40
Iteration 36Q: 14 clusters Score -42632.48 nChanged 39
Iteration 37Q: 14 clusters Score -42639.74 nChanged 51
Iteration 38Q: 14 clusters Score -42642.43 nChanged 45
Trying to split cluster 1 (1447 points) 
	Iteration 0F: 2 clusters Score -10568.49 nChanged 0
	Iteration 0F: 3 clusters Score -9617.428 nChanged 650
	Iteration 1F: 3 clusters Score -10173.06 nChanged 184
Deleted class 2: not enough members
	Iteration 2F: 2 clusters Score -10388.1 nChanged 82
	Iteration 3F: 2 clusters Score -10568.49 nChanged 0
Trying to split cluster 2 (208 points) 
	Iteration 0F: 2 clusters Score -2346.079 nChanged 0
Deleted class 2: not enough members
	Iteration 0F: 2 clusters Score -2202.113 nChanged 97
	Iteration 1F: 2 clusters Score -2346.079 nChanged 0
Trying to split cluster 3 (483 points) 
	Iteration 0F: 2 clusters Score -1594.597 nChanged 0
	Iteration 0F: 3 clusters Score -1225.728 nChanged 233
	Iteration 1F: 3 clusters Score -1343.275 nChanged 49
	Iteration 2F: 3 clusters Score -1363.183 nChanged 19
	Iteration 3Q: 3 clusters Score -1375.946 nChanged 21
	Iteration 4Q: 3 clusters Score -1383.46 nChanged 21
	Iteration 5Q: 3 clusters Score -1384.607 nChanged 12
	Iteration 6Q: 3 clusters Score -1388.849 nChanged 9
	Iteration 7Q: 3 clusters Score -1389.955 nChanged 12
	Iteration 8Q: 3 clusters Score -1392.541 nChanged 7
	Iteration 9Q: 3 clusters Score -1393.764 nChanged 11
	Iteration 10Q: 3 clusters Score -1394.853 nChanged 15
	Iteration 11Q: 3 clusters Score -1392.921 nChanged 11
	Iteration 12Q: 3 clusters Score -1395.056 nChanged 11
	Iteration 13Q: 3 clusters Score -1396.78 nChanged 8
	Iteration 14Q: 3 clusters Score -1397.618 nChanged 6
	Iteration 15Q: 3 clusters Score -1392.95 nChanged 5
	Iteration 16Q: 3 clusters Score -1392.661 nChanged 11
	Iteration 17Q: 3 clusters Score -1392.832 nChanged 14
	Iteration 18Q: 3 clusters Score -1395.847 nChanged 17
	Iteration 19Q: 3 clusters Score -1405.547 nChanged 21
	Iteration 20F: 3 clusters Score -1414.487 nChanged 21
	Iteration 21Q: 3 clusters Score -1426.287 nChanged 24
Deleted class 2: not enough members
	Iteration 22Q: 2 clusters Score -1437.508 nChanged 96
	Iteration 23F: 2 clusters Score -1594.597 nChanged 0
Trying to split cluster 5 (210 points) 
	Iteration 0F: 2 clusters Score -2038.141 nChanged 0
	Iteration 0F: 3 clusters Score -1878.63 nChanged 85
	Iteration 1F: 3 clusters Score -1923.818 nChanged 39
Deleted class 2: not enough members
	Iteration 2F: 2 clusters Score -1789.17 nChanged 84
	Iteration 3F: 2 clusters Score -2038.141 nChanged 0
Trying to split cluster 6 (699 points) 
	Iteration 0F: 2 clusters Score -3010.145 nChanged 0
	Iteration 0F: 3 clusters Score -2505.652 nChanged 315
	Iteration 1F: 3 clusters Score -2674.499 nChanged 92
	Iteration 2F: 3 clusters Score -2725.266 nChanged 41
	Iteration 3F: 3 clusters Score -2764.755 nChanged 45
	Iteration 4F: 3 clusters Score -2801.073 nChanged 40
	Iteration 5F: 3 clusters Score -2827.253 nChanged 38
	Iteration 6F: 3 clusters Score -2843.465 nChanged 38
	Iteration 7F: 3 clusters Score -2853.237 nChanged 27
	Iteration 8Q: 3 clusters Score -2866.79 nChanged 20
	Iteration 9Q: 3 clusters Score -2868.218 nChanged 19
	Iteration 10Q: 3 clusters Score -2872.722 nChanged 11
	Iteration 11Q: 3 clusters Score -2877.128 nChanged 11
	Iteration 12Q: 3 clusters Score -2880.347 nChanged 13
	Iteration 13Q: 3 clusters Score -2894.7 nChanged 14
	Iteration 14Q: 3 clusters Score -2903.779 nChanged 11
	Iteration 15Q: 3 clusters Score -2905.144 nChanged 8
	Iteration 16Q: 3 clusters Score -2903.537 nChanged 7
	Iteration 17Q: 3 clusters Score -2905.182 nChanged 7
	Iteration 18Q: 3 clusters Score -2907.832 nChanged 10
	Iteration 19Q: 3 clusters Score -2914.621 nChanged 13
	Iteration 20F: 3 clusters Score -2920.853 nChanged 10
Deleted class 1: not enough members
	Iteration 21Q: 2 clusters Score -2565.754 nChanged 92
	Iteration 22F: 2 clusters Score -3010.145 nChanged 0
Splitting cluster 6 changes total score from -42642.433594 to -42646.097656
So it's getting split into cluster 4.
Trying to split cluster 7 (275 points) 
	Iteration 0F: 2 clusters Score -1751.447 nChanged 0
	Iteration 0F: 3 clusters Score -1539.658 nChanged 108
	Iteration 1F: 3 clusters Score -1584.759 nChanged 51
Deleted class 1: not enough members
	Iteration 2F: 2 clusters Score -1655.976 nChanged 69
	Iteration 3F: 2 clusters Score -1751.447 nChanged 0
Trying to split cluster 8 (1428 points) 
	Iteration 0F: 2 clusters Score -5226.105 nChanged 0
	Iteration 0F: 3 clusters Score -4298.867 nChanged 654
	Iteration 1F: 3 clusters Score -4701.791 nChanged 221
	Iteration 2F: 3 clusters Score -4870.528 nChanged 105
	Iteration 3F: 3 clusters Score -5037.465 nChanged 103
	Iteration 4F: 3 clusters Score -5136.056 nChanged 66
	Iteration 5Q: 3 clusters Score -5211.567 nChanged 32
	Iteration 6Q: 3 clusters Score -5248.632 nChanged 18
	Iteration 7Q: 3 clusters Score -5271.59 nChanged 14
	Iteration 8Q: 3 clusters Score -5293.925 nChanged 14
	Iteration 9Q: 3 clusters Score -5298.492 nChanged 5
	Iteration 10Q: 3 clusters Score -5297.188 nChanged 0
	Iteration 11F: 3 clusters Score -5297.188 nChanged 0
Splitting cluster 8 changes total score from -42642.433594 to -42689.980469
So it's getting split into cluster 6.
Trying to split cluster 9 (1097 points) 
	Iteration 0F: 2 clusters Score -10140.55 nChanged 0
	Iteration 0F: 3 clusters Score -9458.188 nChanged 478
	Iteration 1F: 3 clusters Score -9629.647 nChanged 206
	Iteration 2F: 3 clusters Score -9802.086 nChanged 128
	Iteration 3F: 3 clusters Score -9870.072 nChanged 74
	Iteration 4F: 3 clusters Score -9854.715 nChanged 82
	Iteration 5F: 3 clusters Score -9830.613 nChanged 89
	Iteration 6F: 3 clusters Score -9800.605 nChanged 92
	Iteration 7F: 3 clusters Score -9797.842 nChanged 100
	Iteration 8F: 3 clusters Score -9815.242 nChanged 93
	Iteration 9F: 3 clusters Score -9843.689 nChanged 89
	Iteration 10F: 3 clusters Score -9888.33 nChanged 69
	Iteration 11F: 3 clusters Score -9941.526 nChanged 69
Deleted class 2: not enough members
	Iteration 12F: 2 clusters Score -10027.02 nChanged 67
	Iteration 13F: 2 clusters Score -10140.55 nChanged 0
Trying to split cluster 11 (1665 points) 
	Iteration 0F: 2 clusters Score -12689.58 nChanged 0
	Iteration 0F: 3 clusters Score -11616.58 nChanged 750
	Iteration 1F: 3 clusters Score -11900.2 nChanged 323
	Iteration 2F: 3 clusters Score -12087.43 nChanged 185
	Iteration 3F: 3 clusters Score -12166.16 nChanged 153
	Iteration 4F: 3 clusters Score -12287.04 nChanged 160
	Iteration 5F: 3 clusters Score -12328.83 nChanged 139
	Iteration 6F: 3 clusters Score -12393.88 nChanged 106
	Iteration 7F: 3 clusters Score -12440.4 nChanged 89
	Iteration 8F: 3 clusters Score -12477.38 nChanged 76
	Iteration 9Q: 3 clusters Score -12509.14 nChanged 70
	Iteration 10Q: 3 clusters Score -12572.24 nChanged 29
Deleted class 2: not enough members
	Iteration 11Q: 2 clusters Score -12530.72 nChanged 79
	Iteration 12Q: 2 clusters Score -12689.58 nChanged 0
	Iteration 13F: 2 clusters Score -12689.58 nChanged 0
Trying to split cluster 13 (378 points) 
	Iteration 0F: 2 clusters Score -6501.253 nChanged 0
	Iteration 0F: 3 clusters Score -6258.672 nChanged 142
	Iteration 1F: 3 clusters Score -6349.503 nChanged 60
	Iteration 2F: 3 clusters Score -6461.188 nChanged 41
	Iteration 3F: 3 clusters Score -6453.711 nChanged 35
	Iteration 4F: 3 clusters Score -6443.322 nChanged 19
	Iteration 5F: 3 clusters Score -6434.401 nChanged 14
	Iteration 6Q: 3 clusters Score -6438.283 nChanged 6
	Iteration 7Q: 3 clusters Score -6448.186 nChanged 5
	Iteration 8Q: 3 clusters Score -6452.558 nChanged 2
	Iteration 9Q: 3 clusters Score -6454.334 nChanged 3
	Iteration 10Q: 3 clusters Score -6455.224 nChanged 2
	Iteration 11Q: 3 clusters Score -6454.786 nChanged 1
	Iteration 12Q: 3 clusters Score -6454.683 nChanged 0
	Iteration 13F: 3 clusters Score -6454.683 nChanged 0
Trying to split cluster 15 (504 points) 
	Iteration 0F: 2 clusters Score -3004.353 nChanged 0
	Iteration 0F: 3 clusters Score -2698.094 nChanged 220
	Iteration 1F: 3 clusters Score -2808.891 nChanged 101
	Iteration 2F: 3 clusters Score -2920.025 nChanged 33
Deleted class 2: not enough members
	Iteration 3F: 2 clusters Score -2820.285 nChanged 74
	Iteration 4F: 2 clusters Score -3004.353 nChanged 0
Trying to split cluster 16 (1210 points) 
	Iteration 0F: 2 clusters Score -4562.307 nChanged 0
	Iteration 0F: 3 clusters Score -3780.7 nChanged 518
	Iteration 1F: 3 clusters Score -4249.514 nChanged 160
	Iteration 2F: 3 clusters Score -4412.955 nChanged 43
	Iteration 3Q: 3 clusters Score -4456.048 nChanged 14
	Iteration 4Q: 3 clusters Score -4468.69 nChanged 4
	Iteration 5Q: 3 clusters Score -4471.829 nChanged 0
	Iteration 6F: 3 clusters Score -4471.829 nChanged 0
Trying to split cluster 18 (344 points) 
	Iteration 0F: 2 clusters Score -3367.34 nChanged 0
	Iteration 0F: 3 clusters Score -3154.605 nChanged 134
	Iteration 1F: 3 clusters Score -3297.527 nChanged 25
	Iteration 2F: 3 clusters Score -3321.86 nChanged 17
	Iteration 3Q: 3 clusters Score -3352.058 nChanged 12
	Iteration 4Q: 3 clusters Score -3370.016 nChanged 15
	Iteration 5Q: 3 clusters Score -3371.676 nChanged 9
	Iteration 6Q: 3 clusters Score -3379.775 nChanged 13
	Iteration 7Q: 3 clusters Score -3370.249 nChanged 9
	Iteration 8Q: 3 clusters Score -3361.648 nChanged 12
	Iteration 9Q: 3 clusters Score -3352.883 nChanged 11
	Iteration 10Q: 3 clusters Score -3351.202 nChanged 9
	Iteration 11Q: 3 clusters Score -3348.106 nChanged 7
	Iteration 12Q: 3 clusters Score -3356.33 nChanged 7
	Iteration 13Q: 3 clusters Score -3351.674 nChanged 3
	Iteration 14Q: 3 clusters Score -3355.873 nChanged 5
	Iteration 15Q: 3 clusters Score -3356.742 nChanged 3
	Iteration 16Q: 3 clusters Score -3354.12 nChanged 3
	Iteration 17Q: 3 clusters Score -3356.998 nChanged 4
	Iteration 18Q: 3 clusters Score -3357.591 nChanged 4
	Iteration 19Q: 3 clusters Score -3355.432 nChanged 1
	Iteration 20F: 3 clusters Score -3353.539 nChanged 1
Deleted class 1: not enough members
	Iteration 21Q: 2 clusters Score -3291.283 nChanged 97
	Iteration 22F: 2 clusters Score -3367.34 nChanged 0
Iteration 39Q: 15 clusters Score -42713.93 nChanged 99
Iteration 40F: 15 clusters Score -42718.81 nChanged 68
Iteration 41Q: 15 clusters Score -42728.68 nChanged 51
Iteration 42Q: 15 clusters Score -42727.59 nChanged 47
Iteration 43Q: 15 clusters Score -42736.5 nChanged 27
Iteration 44Q: 15 clusters Score -42746.54 nChanged 27
Iteration 45Q: 15 clusters Score -42744.42 nChanged 21
Iteration 46Q: 15 clusters Score -42756.65 nChanged 15
Iteration 47Q: 15 clusters Score -42757.93 nChanged 8
Iteration 48Q: 15 clusters Score -42765.25 nChanged 8
Iteration 49Q: 15 clusters Score -42767.33 nChanged 8
Iteration 50Q: 15 clusters Score -42768.72 nChanged 4
Iteration 51Q: 15 clusters Score -42772.31 nChanged 4
Iteration 52Q: 15 clusters Score -42772.11 nChanged 3
Iteration 53Q: 15 clusters Score -42771.4 nChanged 4
Iteration 54Q: 15 clusters Score -42774.35 nChanged 4
Iteration 55Q: 15 clusters Score -42777.74 nChanged 3
Iteration 56Q: 15 clusters Score -42778.57 nChanged 2
Iteration 57Q: 15 clusters Score -42780.27 nChanged 1
Iteration 58Q: 15 clusters Score -42781.11 nChanged 3
Iteration 59Q: 15 clusters Score -42780.98 nChanged 1
Iteration 60F: 15 clusters Score -42782.32 nChanged 1
Iteration 61Q: 15 clusters Score -42782.47 nChanged 1
Iteration 62Q: 15 clusters Score -42783.81 nChanged 0
Iteration 63F: 15 clusters Score -42783.81 nChanged 0
Trying to split cluster 1 (1427 points) 
	Iteration 0F: 2 clusters Score -10737.57 nChanged 0
	Iteration 0F: 3 clusters Score -9789.631 nChanged 611
	Iteration 1F: 3 clusters Score -10045.63 nChanged 244
	Iteration 2F: 3 clusters Score -10183.48 nChanged 126
	Iteration 3F: 3 clusters Score -10262.63 nChanged 70
	Iteration 4Q: 3 clusters Score -10298.73 nChanged 66
	Iteration 5Q: 3 clusters Score -10326.13 nChanged 33
	Iteration 6Q: 3 clusters Score -10347.45 nChanged 34
	Iteration 7Q: 3 clusters Score -10359.57 nChanged 23
	Iteration 8Q: 3 clusters Score -10366.86 nChanged 29
	Iteration 9Q: 3 clusters Score -10379.95 nChanged 17
	Iteration 10Q: 3 clusters Score -10389.38 nChanged 15
	Iteration 11Q: 3 clusters Score -10395.91 nChanged 25
	Iteration 12Q: 3 clusters Score -10408.37 nChanged 28
	Iteration 13Q: 3 clusters Score -10414.39 nChanged 26
	Iteration 14Q: 3 clusters Score -10423.72 nChanged 33
	Iteration 15Q: 3 clusters Score -10428.64 nChanged 31
	Iteration 16Q: 3 clusters Score -10429.52 nChanged 35
	Iteration 17Q: 3 clusters Score -10434.47 nChanged 28
	Iteration 18Q: 3 clusters Score -10444.54 nChanged 31
	Iteration 19Q: 3 clusters Score -10456.03 nChanged 30
	Iteration 20F: 3 clusters Score -10471.93 nChanged 33
	Iteration 21Q: 3 clusters Score -10497.68 nChanged 31
	Iteration 22Q: 3 clusters Score -10509.4 nChanged 23
	Iteration 23Q: 3 clusters Score -10526.66 nChanged 26
	Iteration 24Q: 3 clusters Score -10555.91 nChanged 33
	Iteration 25Q: 3 clusters Score -10598.23 nChanged 18
Deleted class 1: not enough members
	Iteration 26Q: 2 clusters Score -10518.58 nChanged 83
	Iteration 27F: 2 clusters Score -10737.56 nChanged 0
Trying to split cluster 2 (208 points) 
	Iteration 0F: 2 clusters Score -2346.079 nChanged 0
	Iteration 0F: 3 clusters Score -2187.679 nChanged 67
Deleted class 2: not enough members
	Iteration 1F: 2 clusters Score -2080.622 nChanged 86
	Iteration 2F: 2 clusters Score -2346.079 nChanged 0
Trying to split cluster 3 (502 points) 
	Iteration 0F: 2 clusters Score -1653.923 nChanged 0
	Iteration 0F: 3 clusters Score -1260.999 nChanged 226
	Iteration 1F: 3 clusters Score -1378.115 nChanged 84
	Iteration 2F: 3 clusters Score -1433.411 nChanged 48
	Iteration 3F: 3 clusters Score -1467.503 nChanged 53
Deleted class 1: not enough members
	Iteration 4F: 2 clusters Score -1567.402 nChanged 58
	Iteration 5F: 2 clusters Score -1653.923 nChanged 0
Trying to split cluster 4 (729 points) 
	Iteration 0F: 2 clusters Score -3121.947 nChanged 0
	Iteration 0F: 3 clusters Score -2610.358 nChanged 330
	Iteration 1F: 3 clusters Score -2906.428 nChanged 73
	Iteration 2F: 3 clusters Score -2952.847 nChanged 15
	Iteration 3Q: 3 clusters Score -2957.33 nChanged 7
	Iteration 4Q: 3 clusters Score -2955.776 nChanged 4
	Iteration 5Q: 3 clusters Score -2954.923 nChanged 2
	Iteration 6Q: 3 clusters Score -2954.6 nChanged 3
	Iteration 7Q: 3 clusters Score -2954.716 nChanged 3
	Iteration 8Q: 3 clusters Score -2954.556 nChanged 4
	Iteration 9Q: 3 clusters Score -2952.062 nChanged 4
	Iteration 10Q: 3 clusters Score -2952.812 nChanged 6
	Iteration 11Q: 3 clusters Score -2954.102 nChanged 4
	Iteration 12Q: 3 clusters Score -2953.793 nChanged 4
	Iteration 13Q: 3 clusters Score -2953.934 nChanged 4
	Iteration 14Q: 3 clusters Score -2952.575 nChanged 1
	Iteration 15Q: 3 clusters Score -2951.484 nChanged 1
	Iteration 16Q: 3 clusters Score -2951.332 nChanged 1
	Iteration 17Q: 3 clusters Score -2950.443 nChanged 1
	Iteration 18Q: 3 clusters Score -2949.19 nChanged 2
	Iteration 19Q: 3 clusters Score -2948.203 nChanged 2
	Iteration 20F: 3 clusters Score -2947.273 nChanged 1
	Iteration 21Q: 3 clusters Score -2947.836 nChanged 0
	Iteration 22F: 3 clusters Score -2947.836 nChanged 0
Trying to split cluster 5 (145 points) 
	Iteration 0F: 2 clusters Score -1517.207 nChanged 0
Deleted class 1: not enough members
Deleted class 2: not enough members
	Iteration 0F: 1 clusters Score inf nChanged 145
	Iteration 1F: 1 clusters Score 0 nChanged 0
Split failed - leaving alone
Trying to split cluster 6 (1145 points) 
	Iteration 0F: 2 clusters Score -4343.142 nChanged 0
	Iteration 0F: 3 clusters Score -3542.583 nChanged 537
	Iteration 1F: 3 clusters Score -3709.608 nChanged 167
	Iteration 2F: 3 clusters Score -3810.667 nChanged 114
	Iteration 3F: 3 clusters Score -3874.425 nChanged 89
	Iteration 4F: 3 clusters Score -3906.331 nChanged 70
	Iteration 5F: 3 clusters Score -3945.063 nChanged 76
	Iteration 6F: 3 clusters Score -3998.777 nChanged 67
	Iteration 7F: 3 clusters Score -4054.557 nChanged 50
	Iteration 8Q: 3 clusters Score -4087.038 nChanged 37
	Iteration 9Q: 3 clusters Score -4109.174 nChanged 28
	Iteration 10Q: 3 clusters Score -4128.102 nChanged 22
	Iteration 11Q: 3 clusters Score -4136.368 nChanged 19
	Iteration 12Q: 3 clusters Score -4141.888 nChanged 20
	Iteration 13Q: 3 clusters Score -4156.163 nChanged 16
	Iteration 14Q: 3 clusters Score -4161.997 nChanged 7
	Iteration 15Q: 3 clusters Score -4167.218 nChanged 4
	Iteration 16Q: 3 clusters Score -4167.925 nChanged 1
	Iteration 17Q: 3 clusters Score -4168.521 nChanged 0
	Iteration 18F: 3 clusters Score -4168.521 nChanged 0
Trying to split cluster 7 (248 points) 
	Iteration 0F: 2 clusters Score -1632.847 nChanged 0
	Iteration 0F: 3 clusters Score -1447.863 nChanged 97
Deleted class 1: not enough members
	Iteration 1F: 2 clusters Score -1373.944 nChanged 76
	Iteration 2F: 2 clusters Score -1632.847 nChanged 0
Trying to split cluster 8 (220 points) 
	Iteration 0F: 2 clusters Score -1453.241 nChanged 0
	Iteration 0F: 3 clusters Score -1289.556 nChanged 77
Deleted class 1: not enough members
	Iteration 1F: 2 clusters Score -1296.5 nChanged 74
	Iteration 2F: 2 clusters Score -1453.241 nChanged 0
Splitting cluster 8 changes total score from -42783.808594 to -42783.808594
So it's not getting split.
Trying to split cluster 9 (1188 points) 
	Iteration 0F: 2 clusters Score -10439.92 nChanged 0
	Iteration 0F: 3 clusters Score -9670.444 nChanged 508
	Iteration 1F: 3 clusters Score -9853.276 nChanged 216
	Iteration 2F: 3 clusters Score -9988.284 nChanged 135
	Iteration 3F: 3 clusters Score -10064.31 nChanged 115
	Iteration 4F: 3 clusters Score -10145.17 nChanged 81
	Iteration 5F: 3 clusters Score -10210.67 nChanged 57
	Iteration 6Q: 3 clusters Score -10273.76 nChanged 44
Deleted class 1: not enough members
	Iteration 7Q: 2 clusters Score -10203.6 nChanged 80
	Iteration 8F: 2 clusters Score -10439.92 nChanged 0
Trying to split cluster 11 (1675 points) 
	Iteration 0F: 2 clusters Score -12535.84 nChanged 0
	Iteration 0F: 3 clusters Score -11457.37 nChanged 746
	Iteration 1F: 3 clusters Score -11843.57 nChanged 381
	Iteration 2F: 3 clusters Score -12047.34 nChanged 184
	Iteration 3F: 3 clusters Score -12118.62 nChanged 187
	Iteration 4F: 3 clusters Score -12211.43 nChanged 166
	Iteration 5F: 3 clusters Score -12270.81 nChanged 114
	Iteration 6F: 3 clusters Score -12294.41 nChanged 91
	Iteration 7F: 3 clusters Score -12308.78 nChanged 78
	Iteration 8Q: 3 clusters Score -12331.09 nChanged 67
	Iteration 9Q: 3 clusters Score -12350.69 nChanged 58
	Iteration 10Q: 3 clusters Score -12374.04 nChanged 44
	Iteration 11Q: 3 clusters Score -12389.14 nChanged 50
Deleted class 2: not enough members
	Iteration 12Q: 2 clusters Score -12344.31 nChanged 97
	Iteration 13F: 2 clusters Score -12535.84 nChanged 0
Trying to split cluster 13 (410 points) 
	Iteration 0F: 2 clusters Score -6835.658 nChanged 0
	Iteration 0F: 3 clusters Score -6591.633 nChanged 125
	Iteration 1F: 3 clusters Score -6656.023 nChanged 52
	Iteration 2F: 3 clusters Score -6688.655 nChanged 38
	Iteration 3F: 3 clusters Score -6683.96 nChanged 36
	Iteration 4F: 3 clusters Score -6707.911 nChanged 23
	Iteration 5F: 3 clusters Score -6720.124 nChanged 20
	Iteration 6Q: 3 clusters Score -6720.011 nChanged 29
	Iteration 7F: 3 clusters Score -6722.148 nChanged 22
	Iteration 8F: 3 clusters Score -6731.186 nChanged 22
	Iteration 9F: 3 clusters Score -6748.61 nChanged 13
	Iteration 10Q: 3 clusters Score -6758.03 nChanged 6
	Iteration 11Q: 3 clusters Score -6764.1 nChanged 7
	Iteration 12Q: 3 clusters Score -6771.898 nChanged 4
	Iteration 13Q: 3 clusters Score -6773.754 nChanged 1
	Iteration 14Q: 3 clusters Score -6770.868 nChanged 1
	Iteration 15Q: 3 clusters Score -6770.146 nChanged 1
	Iteration 16Q: 3 clusters Score -6768.896 nChanged 0
	Iteration 17F: 3 clusters Score -6768.896 nChanged 0
Trying to split cluster 15 (511 points) 
	Iteration 0F: 2 clusters Score -2982.115 nChanged 0
	Iteration 0F: 3 clusters Score -2668.75 nChanged 217
	Iteration 1F: 3 clusters Score -2739.683 nChanged 86
	Iteration 2F: 3 clusters Score -2780.942 nChanged 39
	Iteration 3F: 3 clusters Score -2793.009 nChanged 20
	Iteration 4Q: 3 clusters Score -2796.922 nChanged 20
	Iteration 5Q: 3 clusters Score -2804.805 nChanged 9
	Iteration 6Q: 3 clusters Score -2801.15 nChanged 3
	Iteration 7Q: 3 clusters Score -2802.08 nChanged 1
	Iteration 8Q: 3 clusters Score -2804.473 nChanged 1
	Iteration 9Q: 3 clusters Score -2803.354 nChanged 1
	Iteration 10Q: 3 clusters Score -2802.328 nChanged 1
	Iteration 11Q: 3 clusters Score -2802.06 nChanged 0
	Iteration 12F: 3 clusters Score -2802.06 nChanged 0
Trying to split cluster 16 (1245 points) 
	Iteration 0F: 2 clusters Score -4671.543 nChanged 0
	Iteration 0F: 3 clusters Score -3881.31 nChanged 562
	Iteration 1F: 3 clusters Score -4339.59 nChanged 167
	Iteration 2F: 3 clusters Score -4472.708 nChanged 58
	Iteration 3Q: 3 clusters Score -4503.184 nChanged 38
	Iteration 4Q: 3 clusters Score -4503.621 nChanged 37
	Iteration 5Q: 3 clusters Score -4513.606 nChanged 35
	Iteration 6Q: 3 clusters Score -4534.423 nChanged 27
	Iteration 7Q: 3 clusters Score -4554.71 nChanged 12
	Iteration 8Q: 3 clusters Score -4565.961 nChanged 5
	Iteration 9Q: 3 clusters Score -4570.383 nChanged 1
	Iteration 10Q: 3 clusters Score -4570.76 nChanged 1
	Iteration 11Q: 3 clusters Score -4571.31 nChanged 0
	Iteration 12F: 3 clusters Score -4571.31 nChanged 0
Trying to split cluster 18 (301 points) 
	Iteration 0F: 2 clusters Score -3177.08 nChanged 0
	Iteration 0F: 3 clusters Score -2970.635 nChanged 113
	Iteration 1F: 3 clusters Score -3018.958 nChanged 51
	Iteration 2F: 3 clusters Score -3072.462 nChanged 38
Deleted class 2: not enough members
	Iteration 3F: 2 clusters Score -2716.136 nChanged 95
	Iteration 4F: 2 clusters Score -3177.08 nChanged 0
20->15 Clusters: Score -42783.808594, best is 100000003318135351409612647563264.000000
THE BEST YET!

That took 15.844001 seconds.