FileBase 20160307--80--12.13.2016-15.46 ElecNo 1 MinClusters 2 MaxClusters 12 MaxPossibleClusters 100 nStarts 1 RandomSeed 1 Debug 0 Verbose 1 UseFeatures 11111111111111111111111111111100001 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 help 0 Loaded 8407 data points of dimension 31. Starting from 2 clusters... --- Clustering full data set of 8407 points --- Iteration 0F: 2 clusters Score -516266.2 nChanged 36 Iteration 1Q: 2 clusters Score -516727 nChanged 7 Iteration 2Q: 2 clusters Score -516735.2 nChanged 2 Iteration 3Q: 2 clusters Score -516738.5 nChanged 0 Iteration 4F: 2 clusters Score -516738.5 nChanged 0 Trying to split cluster 1 (8362 points) Iteration 0F: 2 clusters Score -517018.8 nChanged 0 Iteration 0F: 3 clusters Score -510595.6 nChanged 3583 Iteration 1F: 3 clusters Score -515736.2 nChanged 1935 Iteration 2F: 3 clusters Score -525854 nChanged 1180 Iteration 3F: 3 clusters Score -529370.9 nChanged 380 Iteration 4Q: 3 clusters Score -529695.4 nChanged 122 Iteration 5Q: 3 clusters Score -529756.8 nChanged 46 Iteration 6Q: 3 clusters Score -529773.2 nChanged 15 Iteration 7Q: 3 clusters Score -529777.2 nChanged 13 Iteration 8Q: 3 clusters Score -529779.6 nChanged 8 Iteration 9Q: 3 clusters Score -529781.8 nChanged 9 Iteration 10Q: 3 clusters Score -529784.3 nChanged 4 Iteration 11Q: 3 clusters Score -529782.6 nChanged 2 Iteration 12Q: 3 clusters Score -529784.2 nChanged 0 Iteration 13F: 3 clusters Score -529784.2 nChanged 0 Splitting cluster 1 changes total score from -516738.468750 to -529500.187500 So it's getting split into cluster 2. Iteration 5F: 3 clusters Score -530099.3 nChanged 35 Iteration 6Q: 3 clusters Score -530228.3 nChanged 14 Iteration 7Q: 3 clusters Score -530246.1 nChanged 11 Iteration 8Q: 3 clusters Score -530251.3 nChanged 5 Iteration 9Q: 3 clusters Score -530251.9 nChanged 6 Iteration 10Q: 3 clusters Score -530254.1 nChanged 3 Iteration 11Q: 3 clusters Score -530252.8 nChanged 2 Iteration 12Q: 3 clusters Score -530254.1 nChanged 1 Iteration 13Q: 3 clusters Score -530254.4 nChanged 1 Iteration 14Q: 3 clusters Score -530254.6 nChanged 2 Iteration 15Q: 3 clusters Score -530254.3 nChanged 2 Iteration 16Q: 3 clusters Score -530255.2 nChanged 0 Iteration 17F: 3 clusters Score -530255.2 nChanged 0 Trying to split cluster 1 (2741 points) Iteration 0F: 2 clusters Score -145900.1 nChanged 0 Iteration 0F: 3 clusters Score -142788.3 nChanged 994 Iteration 1F: 3 clusters Score -143645.7 nChanged 253 Iteration 2F: 3 clusters Score -144031.6 nChanged 225 Iteration 3F: 3 clusters Score -144406.5 nChanged 210 Iteration 4F: 3 clusters Score -144895.1 nChanged 219 Iteration 5F: 3 clusters Score -145358.8 nChanged 171 Iteration 6F: 3 clusters Score -145679.4 nChanged 133 Iteration 7Q: 3 clusters Score -145934.7 nChanged 101 Iteration 8Q: 3 clusters Score -146139 nChanged 92 Iteration 9Q: 3 clusters Score -146281.1 nChanged 72 Iteration 10Q: 3 clusters Score -146367.3 nChanged 54 Iteration 11Q: 3 clusters Score -146416.6 nChanged 38 Iteration 12Q: 3 clusters Score -146448.2 nChanged 26 Iteration 13Q: 3 clusters Score -146467.8 nChanged 25 Iteration 14Q: 3 clusters Score -146491.9 nChanged 21 Iteration 15Q: 3 clusters Score -146510.6 nChanged 18 Iteration 16Q: 3 clusters Score -146526.9 nChanged 15 Iteration 17Q: 3 clusters Score -146535.2 nChanged 11 Iteration 18Q: 3 clusters Score -146540.1 nChanged 6 Iteration 19Q: 3 clusters Score -146542.6 nChanged 6 Iteration 20F: 3 clusters Score -146552 nChanged 5 Iteration 21Q: 3 clusters Score -146573.6 nChanged 15 Iteration 22Q: 3 clusters Score -146628.6 nChanged 22 Iteration 23Q: 3 clusters Score -146687.4 nChanged 19 Iteration 24Q: 3 clusters Score -146731.2 nChanged 12 Iteration 25Q: 3 clusters Score -146787.4 nChanged 22 Iteration 26Q: 3 clusters Score -146818.5 nChanged 13 Iteration 27Q: 3 clusters Score -146851.2 nChanged 14 Iteration 28Q: 3 clusters Score -146880 nChanged 20 Iteration 29Q: 3 clusters Score -146908.8 nChanged 13 Iteration 30Q: 3 clusters Score -146919.1 nChanged 7 Iteration 31Q: 3 clusters Score -146924.8 nChanged 5 Iteration 32Q: 3 clusters Score -146929.1 nChanged 5 Iteration 33Q: 3 clusters Score -146932.8 nChanged 4 Iteration 34Q: 3 clusters Score -146936 nChanged 4 Iteration 35Q: 3 clusters Score -146938.9 nChanged 2 Iteration 36Q: 3 clusters Score -146941 nChanged 3 Iteration 37Q: 3 clusters Score -146942.2 nChanged 2 Iteration 38Q: 3 clusters Score -146943.9 nChanged 1 Iteration 39Q: 3 clusters Score -146944.6 nChanged 3 Iteration 40F: 3 clusters Score -146946 nChanged 1 Iteration 41Q: 3 clusters Score -146947.1 nChanged 4 Iteration 42Q: 3 clusters Score -146948.7 nChanged 2 Iteration 43Q: 3 clusters Score -146949.4 nChanged 0 Iteration 44F: 3 clusters Score -146949.4 nChanged 0 Splitting cluster 1 changes total score from -530255.250000 to -531009.187500 So it's getting split into cluster 3. Trying to split cluster 2 (5662 points) Iteration 0F: 2 clusters Score -390095.7 nChanged 0 Iteration 0F: 3 clusters Score -385028.6 nChanged 2241 Iteration 1F: 3 clusters Score -386463.3 nChanged 493 Iteration 2F: 3 clusters Score -386830.9 nChanged 353 Iteration 3F: 3 clusters Score -387101.2 nChanged 290 Iteration 4F: 3 clusters Score -387337.7 nChanged 285 Iteration 5F: 3 clusters Score -387578.9 nChanged 267 Iteration 6Q: 3 clusters Score -387812.8 nChanged 276 Iteration 7Q: 3 clusters Score -388072.1 nChanged 238 Iteration 8Q: 3 clusters Score -388281.4 nChanged 218 Iteration 9Q: 3 clusters Score -388443.4 nChanged 181 Iteration 10Q: 3 clusters Score -388610.6 nChanged 166 Iteration 11Q: 3 clusters Score -388795.5 nChanged 164 Iteration 12Q: 3 clusters Score -388962.6 nChanged 158 Iteration 13Q: 3 clusters Score -389088.3 nChanged 134 Iteration 14Q: 3 clusters Score -389176.9 nChanged 106 Iteration 15Q: 3 clusters Score -389232.3 nChanged 78 Iteration 16Q: 3 clusters Score -389268 nChanged 60 Iteration 17Q: 3 clusters Score -389296.4 nChanged 63 Iteration 18Q: 3 clusters Score -389326.5 nChanged 59 Iteration 19Q: 3 clusters Score -389352 nChanged 49 Iteration 20F: 3 clusters Score -389368.9 nChanged 39 Iteration 21Q: 3 clusters Score -389384 nChanged 28 Iteration 22Q: 3 clusters Score -389393.1 nChanged 28 Iteration 23Q: 3 clusters Score -389405.7 nChanged 22 Iteration 24Q: 3 clusters Score -389414.1 nChanged 23 Iteration 25Q: 3 clusters Score -389421.7 nChanged 19 Iteration 26Q: 3 clusters Score -389426.4 nChanged 15 Iteration 27Q: 3 clusters Score -389431.9 nChanged 15 Iteration 28Q: 3 clusters Score -389437.1 nChanged 16 Iteration 29Q: 3 clusters Score -389441 nChanged 13 Iteration 30Q: 3 clusters Score -389444.9 nChanged 10 Iteration 31Q: 3 clusters Score -389446.9 nChanged 8 Iteration 32Q: 3 clusters Score -389448.8 nChanged 5 Iteration 33Q: 3 clusters Score -389450 nChanged 5 Iteration 34Q: 3 clusters Score -389451.7 nChanged 4 Iteration 35Q: 3 clusters Score -389452.5 nChanged 1 Iteration 36Q: 3 clusters Score -389452.5 nChanged 2 Iteration 37Q: 3 clusters Score -389451.9 nChanged 3 Iteration 38Q: 3 clusters Score -389453.6 nChanged 4 Iteration 39Q: 3 clusters Score -389455.3 nChanged 3 Iteration 40F: 3 clusters Score -389456.8 nChanged 3 Iteration 41Q: 3 clusters Score -389458.4 nChanged 4 Iteration 42Q: 3 clusters Score -389458.1 nChanged 3 Iteration 43Q: 3 clusters Score -389459.8 nChanged 2 Iteration 44Q: 3 clusters Score -389459.8 nChanged 4 Iteration 45Q: 3 clusters Score -389460.7 nChanged 2 Iteration 46Q: 3 clusters Score -389461.9 nChanged 1 Iteration 47Q: 3 clusters Score -389461.9 nChanged 1 Iteration 48Q: 3 clusters Score -389462.5 nChanged 0 Iteration 49F: 3 clusters Score -389462.5 nChanged 0 Iteration 18F: 4 clusters Score -531269.6 nChanged 216 Iteration 19Q: 4 clusters Score -531478.4 nChanged 125 Iteration 20F: 4 clusters Score -531580.4 nChanged 68 Iteration 21Q: 4 clusters Score -531625.8 nChanged 45 Iteration 22Q: 4 clusters Score -531649.5 nChanged 30 Iteration 23Q: 4 clusters Score -531669.4 nChanged 30 Iteration 24Q: 4 clusters Score -531701.6 nChanged 26 Iteration 25Q: 4 clusters Score -531711.7 nChanged 14 Iteration 26Q: 4 clusters Score -531720.1 nChanged 11 Iteration 27Q: 4 clusters Score -531723.2 nChanged 11 Iteration 28Q: 4 clusters Score -531728.4 nChanged 8 Iteration 29Q: 4 clusters Score -531732.2 nChanged 5 Iteration 30Q: 4 clusters Score -531733.2 nChanged 1 Iteration 31Q: 4 clusters Score -531734.2 nChanged 3 Iteration 32Q: 4 clusters Score -531734.6 nChanged 2 Iteration 33Q: 4 clusters Score -531734.9 nChanged 0 Iteration 34F: 4 clusters Score -531734.9 nChanged 0 Trying to split cluster 1 (1340 points) Iteration 0F: 2 clusters Score -79976.95 nChanged 0 Iteration 0F: 3 clusters Score -77769.84 nChanged 386 Iteration 1F: 3 clusters Score -78147.4 nChanged 94 Iteration 2F: 3 clusters Score -78261.59 nChanged 52 Iteration 3Q: 3 clusters Score -78313.59 nChanged 28 Iteration 4Q: 3 clusters Score -78344.24 nChanged 28 Iteration 5Q: 3 clusters Score -78377.78 nChanged 24 Iteration 6Q: 3 clusters Score -78403.61 nChanged 11 Iteration 7Q: 3 clusters Score -78414.27 nChanged 9 Iteration 8Q: 3 clusters Score -78430.43 nChanged 9 Iteration 9Q: 3 clusters Score -78442.27 nChanged 11 Iteration 10Q: 3 clusters Score -78455.59 nChanged 15 Iteration 11Q: 3 clusters Score -78469.87 nChanged 9 Iteration 12Q: 3 clusters Score -78478.4 nChanged 7 Iteration 13Q: 3 clusters Score -78482.55 nChanged 6 Iteration 14Q: 3 clusters Score -78487.95 nChanged 3 Iteration 15Q: 3 clusters Score -78494.29 nChanged 4 Iteration 16Q: 3 clusters Score -78498.23 nChanged 3 Iteration 17Q: 3 clusters Score -78500.31 nChanged 2 Iteration 18Q: 3 clusters Score -78501.19 nChanged 4 Iteration 19Q: 3 clusters Score -78505.98 nChanged 4 Iteration 20F: 3 clusters Score -78509.49 nChanged 6 Iteration 21Q: 3 clusters Score -78513.5 nChanged 5 Iteration 22Q: 3 clusters Score -78516.68 nChanged 6 Iteration 23Q: 3 clusters Score -78522.15 nChanged 2 Iteration 24Q: 3 clusters Score -78523.9 nChanged 3 Iteration 25Q: 3 clusters Score -78530.43 nChanged 5 Iteration 26Q: 3 clusters Score -78552.23 nChanged 8 Iteration 27Q: 3 clusters Score -78560.88 nChanged 11 Iteration 28Q: 3 clusters Score -78572.34 nChanged 4 Iteration 29Q: 3 clusters Score -78579.52 nChanged 2 Iteration 30Q: 3 clusters Score -78581.71 nChanged 1 Iteration 31Q: 3 clusters Score -78582.2 nChanged 0 Iteration 32F: 3 clusters Score -78582.2 nChanged 0 Trying to split cluster 2 (5282 points) Iteration 0F: 2 clusters Score -366389.9 nChanged 0 Iteration 0F: 3 clusters Score -361623 nChanged 2029 Iteration 1F: 3 clusters Score -362861.6 nChanged 450 Iteration 2F: 3 clusters Score -363246.8 nChanged 393 Iteration 3F: 3 clusters Score -363582.2 nChanged 345 Iteration 4F: 3 clusters Score -363905 nChanged 307 Iteration 5F: 3 clusters Score -364223.7 nChanged 280 Iteration 6F: 3 clusters Score -364521.6 nChanged 253 Iteration 7Q: 3 clusters Score -364797.2 nChanged 211 Iteration 8Q: 3 clusters Score -365041.3 nChanged 188 Iteration 9Q: 3 clusters Score -365230.2 nChanged 155 Iteration 10Q: 3 clusters Score -365369.6 nChanged 134 Iteration 11Q: 3 clusters Score -365453.2 nChanged 94 Iteration 12Q: 3 clusters Score -365512.2 nChanged 85 Iteration 13Q: 3 clusters Score -365557.8 nChanged 71 Iteration 14Q: 3 clusters Score -365592.4 nChanged 58 Iteration 15Q: 3 clusters Score -365618 nChanged 63 Iteration 16Q: 3 clusters Score -365642.7 nChanged 41 Iteration 17Q: 3 clusters Score -365660.4 nChanged 44 Iteration 18Q: 3 clusters Score -365676.9 nChanged 33 Iteration 19Q: 3 clusters Score -365687.8 nChanged 37 Iteration 20F: 3 clusters Score -365701.5 nChanged 32 Iteration 21Q: 3 clusters Score -365713.9 nChanged 35 Iteration 22Q: 3 clusters Score -365724.3 nChanged 24 Iteration 23Q: 3 clusters Score -365735.3 nChanged 25 Iteration 24Q: 3 clusters Score -365743.5 nChanged 16 Iteration 25Q: 3 clusters Score -365748.3 nChanged 8 Iteration 26Q: 3 clusters Score -365750.7 nChanged 4 Iteration 27Q: 3 clusters Score -365750.9 nChanged 6 Iteration 28Q: 3 clusters Score -365754.9 nChanged 6 Iteration 29Q: 3 clusters Score -365756.4 nChanged 5 Iteration 30Q: 3 clusters Score -365757.6 nChanged 5 Iteration 31Q: 3 clusters Score -365759.8 nChanged 6 Iteration 32Q: 3 clusters Score -365762.2 nChanged 6 Iteration 33Q: 3 clusters Score -365763.4 nChanged 4 Iteration 34Q: 3 clusters Score -365764.1 nChanged 5 Iteration 35Q: 3 clusters Score -365764.3 nChanged 5 Iteration 36Q: 3 clusters Score -365765.3 nChanged 3 Iteration 37Q: 3 clusters Score -365766.1 nChanged 2 Iteration 38Q: 3 clusters Score -365767.3 nChanged 2 Iteration 39Q: 3 clusters Score -365767.3 nChanged 3 Iteration 40F: 3 clusters Score -365768.8 nChanged 6 Iteration 41Q: 3 clusters Score -365769.9 nChanged 7 Iteration 42Q: 3 clusters Score -365770.3 nChanged 4 Iteration 43Q: 3 clusters Score -365771 nChanged 2 Iteration 44Q: 3 clusters Score -365771.3 nChanged 1 Iteration 45Q: 3 clusters Score -365772.2 nChanged 0 Iteration 46F: 3 clusters Score -365772.2 nChanged 0 Trying to split cluster 3 (1782 points) Iteration 0F: 2 clusters Score -94088.85 nChanged 0 Iteration 0F: 3 clusters Score -91608.52 nChanged 579 Iteration 1F: 3 clusters Score -92156.92 nChanged 153 Iteration 2F: 3 clusters Score -92329.32 nChanged 102 Iteration 3F: 3 clusters Score -92432.11 nChanged 79 Iteration 4Q: 3 clusters Score -92538.6 nChanged 66 Iteration 5Q: 3 clusters Score -92623.64 nChanged 53 Iteration 6Q: 3 clusters Score -92688.54 nChanged 40 Iteration 7Q: 3 clusters Score -92793.98 nChanged 73 Iteration 8Q: 3 clusters Score -92931.3 nChanged 69 Iteration 9Q: 3 clusters Score -93040.66 nChanged 56 Iteration 10Q: 3 clusters Score -93123.98 nChanged 51 Iteration 11Q: 3 clusters Score -93191.89 nChanged 44 Iteration 12Q: 3 clusters Score -93257.88 nChanged 33 Iteration 13Q: 3 clusters Score -93307.45 nChanged 28 Iteration 14Q: 3 clusters Score -93335.62 nChanged 18 Iteration 15Q: 3 clusters Score -93354.34 nChanged 15 Iteration 16Q: 3 clusters Score -93369.12 nChanged 13 Iteration 17Q: 3 clusters Score -93390.38 nChanged 16 Iteration 18Q: 3 clusters Score -93406.91 nChanged 15 Iteration 19Q: 3 clusters Score -93419.38 nChanged 9 Iteration 20F: 3 clusters Score -93425.81 nChanged 8 Iteration 21Q: 3 clusters Score -93435.62 nChanged 6 Iteration 22Q: 3 clusters Score -93455.8 nChanged 12 Iteration 23Q: 3 clusters Score -93518.5 nChanged 21 Iteration 24Q: 3 clusters Score -93554.06 nChanged 13 Iteration 25Q: 3 clusters Score -93570.84 nChanged 9 Iteration 26Q: 3 clusters Score -93578.55 nChanged 4 Iteration 27Q: 3 clusters Score -93580.38 nChanged 3 Iteration 28Q: 3 clusters Score -93582.76 nChanged 3 Iteration 29Q: 3 clusters Score -93584.6 nChanged 2 Iteration 30Q: 3 clusters Score -93586.48 nChanged 3 Iteration 31Q: 3 clusters Score -93590.91 nChanged 5 Iteration 32Q: 3 clusters Score -93594.72 nChanged 0 Iteration 33F: 3 clusters Score -93594.72 nChanged 0 2->4 Clusters: Score -531734.937500, best is 100000003318135351409612647563264.000000 THE BEST YET! Starting from 3 clusters... --- Clustering full data set of 8407 points --- Deleting Class 2. Lose 2160.313721 but Gain 2385.720459 Iteration 0F: 2 clusters Score -510259.2 nChanged 4240 Iteration 1F: 2 clusters Score -516730.8 nChanged 5 Iteration 2Q: 2 clusters Score -516735.2 nChanged 2 Iteration 3Q: 2 clusters Score -516738.5 nChanged 0 Iteration 4F: 2 clusters Score -516738.5 nChanged 0 Trying to split cluster 1 (8362 points) Iteration 0F: 2 clusters Score -517018.8 nChanged 0 Iteration 0F: 3 clusters Score -510598.1 nChanged 3505 Iteration 1F: 3 clusters Score -516967.2 nChanged 1992 Iteration 2F: 3 clusters Score -526804.2 nChanged 1009 Iteration 3F: 3 clusters Score -529450.9 nChanged 324 Iteration 4Q: 3 clusters Score -529739.8 nChanged 96 Iteration 5Q: 3 clusters Score -529773.6 nChanged 29 Iteration 6Q: 3 clusters Score -529780.6 nChanged 14 Iteration 7Q: 3 clusters Score -529783.4 nChanged 3 Iteration 8Q: 3 clusters Score -529784.2 nChanged 3 Iteration 9Q: 3 clusters Score -529784.6 nChanged 2 Iteration 10Q: 3 clusters Score -529786.1 nChanged 2 Iteration 11Q: 3 clusters Score -529785.8 nChanged 0 Iteration 12F: 3 clusters Score -529785.8 nChanged 0 Splitting cluster 1 changes total score from -516738.468750 to -529502.375000 So it's getting split into cluster 2. Iteration 5F: 3 clusters Score -530098.8 nChanged 33 Iteration 6Q: 3 clusters Score -530218.7 nChanged 14 Iteration 7Q: 3 clusters Score -530243.6 nChanged 12 Iteration 8Q: 3 clusters Score -530249.1 nChanged 10 Iteration 9Q: 3 clusters Score -530250.1 nChanged 4 Iteration 10Q: 3 clusters Score -530251.1 nChanged 4 Iteration 11Q: 3 clusters Score -530253.4 nChanged 3 Iteration 12Q: 3 clusters Score -530253.4 nChanged 4 Iteration 13Q: 3 clusters Score -530253.1 nChanged 3 Iteration 14Q: 3 clusters Score -530252.8 nChanged 2 Iteration 15Q: 3 clusters Score -530254.4 nChanged 1 Iteration 16Q: 3 clusters Score -530254.3 nChanged 0 Iteration 17F: 3 clusters Score -530254.3 nChanged 0 Trying to split cluster 1 (5660 points) Iteration 0F: 2 clusters Score -389975 nChanged 0 Iteration 0F: 3 clusters Score -385071.8 nChanged 2160 Iteration 1F: 3 clusters Score -386779.2 nChanged 561 Iteration 2F: 3 clusters Score -387410.1 nChanged 485 Iteration 3F: 3 clusters Score -388007.7 nChanged 426 Iteration 4F: 3 clusters Score -388470.6 nChanged 332 Iteration 5F: 3 clusters Score -388815.6 nChanged 221 Iteration 6Q: 3 clusters Score -388987.9 nChanged 144 Iteration 7Q: 3 clusters Score -389099.6 nChanged 108 Iteration 8Q: 3 clusters Score -389181.9 nChanged 83 Iteration 9Q: 3 clusters Score -389256.7 nChanged 82 Iteration 10Q: 3 clusters Score -389327 nChanged 83 Iteration 11Q: 3 clusters Score -389384.8 nChanged 66 Iteration 12Q: 3 clusters Score -389418.3 nChanged 64 Iteration 13Q: 3 clusters Score -389450.6 nChanged 59 Iteration 14Q: 3 clusters Score -389485 nChanged 47 Iteration 15Q: 3 clusters Score -389511.5 nChanged 48 Iteration 16Q: 3 clusters Score -389529.1 nChanged 39 Iteration 17Q: 3 clusters Score -389545.6 nChanged 34 Iteration 18Q: 3 clusters Score -389555.4 nChanged 15 Iteration 19Q: 3 clusters Score -389560.9 nChanged 14 Iteration 20F: 3 clusters Score -389566.4 nChanged 7 Iteration 21Q: 3 clusters Score -389570.6 nChanged 8 Iteration 22Q: 3 clusters Score -389572.7 nChanged 13 Iteration 23Q: 3 clusters Score -389575.4 nChanged 11 Iteration 24Q: 3 clusters Score -389580.4 nChanged 13 Iteration 25Q: 3 clusters Score -389585.8 nChanged 11 Iteration 26Q: 3 clusters Score -389591.4 nChanged 15 Iteration 27Q: 3 clusters Score -389595 nChanged 16 Iteration 28Q: 3 clusters Score -389600.6 nChanged 18 Iteration 29Q: 3 clusters Score -389604.8 nChanged 14 Iteration 30Q: 3 clusters Score -389609.6 nChanged 9 Iteration 31Q: 3 clusters Score -389611.3 nChanged 5 Iteration 32Q: 3 clusters Score -389612.9 nChanged 5 Iteration 33Q: 3 clusters Score -389613.8 nChanged 6 Iteration 34Q: 3 clusters Score -389614.3 nChanged 4 Iteration 35Q: 3 clusters Score -389616.5 nChanged 6 Iteration 36Q: 3 clusters Score -389618.9 nChanged 5 Iteration 37Q: 3 clusters Score -389620.4 nChanged 3 Iteration 38Q: 3 clusters Score -389620.6 nChanged 3 Iteration 39Q: 3 clusters Score -389621.6 nChanged 4 Iteration 40F: 3 clusters Score -389621.6 nChanged 1 Iteration 41Q: 3 clusters Score -389622.2 nChanged 0 Iteration 42F: 3 clusters Score -389622.2 nChanged 0 Trying to split cluster 2 (2743 points) Iteration 0F: 2 clusters Score -146021.9 nChanged 0 Iteration 0F: 3 clusters Score -142881.1 nChanged 1017 Iteration 1F: 3 clusters Score -143930.8 nChanged 333 Iteration 2F: 3 clusters Score -144501.1 nChanged 262 Iteration 3F: 3 clusters Score -144909.5 nChanged 201 Iteration 4F: 3 clusters Score -145206.3 nChanged 150 Iteration 5F: 3 clusters Score -145395.6 nChanged 114 Iteration 6Q: 3 clusters Score -145519.5 nChanged 85 Iteration 7Q: 3 clusters Score -145682.8 nChanged 93 Iteration 8Q: 3 clusters Score -145805.4 nChanged 72 Iteration 9Q: 3 clusters Score -145914.8 nChanged 59 Iteration 10Q: 3 clusters Score -146041.2 nChanged 57 Iteration 11Q: 3 clusters Score -146154.2 nChanged 47 Iteration 12Q: 3 clusters Score -146215.7 nChanged 44 Iteration 13Q: 3 clusters Score -146297.5 nChanged 22 Iteration 14Q: 3 clusters Score -146340 nChanged 26 Iteration 15Q: 3 clusters Score -146409.9 nChanged 25 Iteration 16Q: 3 clusters Score -146450.3 nChanged 18 Iteration 17Q: 3 clusters Score -146462.2 nChanged 15 Iteration 18Q: 3 clusters Score -146474.9 nChanged 6 Iteration 19Q: 3 clusters Score -146484.9 nChanged 2 Iteration 20F: 3 clusters Score -146531.8 nChanged 8 Iteration 21Q: 3 clusters Score -146561.3 nChanged 21 Iteration 22Q: 3 clusters Score -146609.7 nChanged 18 Iteration 23Q: 3 clusters Score -146666.8 nChanged 22 Iteration 24Q: 3 clusters Score -146702.7 nChanged 15 Iteration 25Q: 3 clusters Score -146731.3 nChanged 16 Iteration 26Q: 3 clusters Score -146757.8 nChanged 11 Iteration 27Q: 3 clusters Score -146789.5 nChanged 10 Iteration 28Q: 3 clusters Score -146835.5 nChanged 8 Iteration 29Q: 3 clusters Score -146858.9 nChanged 12 Iteration 30Q: 3 clusters Score -146874.2 nChanged 15 Iteration 31Q: 3 clusters Score -146900.3 nChanged 19 Iteration 32Q: 3 clusters Score -146927.9 nChanged 14 Iteration 33Q: 3 clusters Score -146959.5 nChanged 11 Iteration 34Q: 3 clusters Score -146981.1 nChanged 7 Iteration 35Q: 3 clusters Score -146984.5 nChanged 3 Iteration 36Q: 3 clusters Score -146987 nChanged 4 Iteration 37Q: 3 clusters Score -146989.1 nChanged 2 Iteration 38Q: 3 clusters Score -146990.8 nChanged 1 Iteration 39Q: 3 clusters Score -146992.2 nChanged 2 Iteration 40F: 3 clusters Score -146993.7 nChanged 1 Iteration 41Q: 3 clusters Score -146994.3 nChanged 0 Iteration 42F: 3 clusters Score -146994.3 nChanged 0 Splitting cluster 2 changes total score from -530254.312500 to -530930.562500 So it's getting split into cluster 3. Iteration 18F: 4 clusters Score -531150.4 nChanged 206 Iteration 19Q: 4 clusters Score -531329.2 nChanged 93 Iteration 20F: 4 clusters Score -531441.3 nChanged 89 Iteration 21Q: 4 clusters Score -531512.3 nChanged 63 Iteration 22Q: 4 clusters Score -531556.6 nChanged 59 Iteration 23Q: 4 clusters Score -531610.8 nChanged 36 Iteration 24Q: 4 clusters Score -531652.9 nChanged 37 Iteration 25Q: 4 clusters Score -531685.6 nChanged 20 Iteration 26Q: 4 clusters Score -531705.1 nChanged 18 Iteration 27Q: 4 clusters Score -531722.7 nChanged 25 Iteration 28Q: 4 clusters Score -531734.4 nChanged 16 Iteration 29Q: 4 clusters Score -531748.1 nChanged 14 Iteration 30Q: 4 clusters Score -531761.8 nChanged 14 Iteration 31Q: 4 clusters Score -531772.1 nChanged 8 Iteration 32Q: 4 clusters Score -531776.1 nChanged 6 Iteration 33Q: 4 clusters Score -531777.6 nChanged 2 Iteration 34Q: 4 clusters Score -531776.8 nChanged 2 Iteration 35Q: 4 clusters Score -531778.3 nChanged 2 Iteration 36Q: 4 clusters Score -531778.9 nChanged 0 Iteration 37F: 4 clusters Score -531778.9 nChanged 0 Trying to split cluster 1 (5220 points) Iteration 0F: 2 clusters Score -362571 nChanged 0 Iteration 0F: 3 clusters Score -357810.9 nChanged 2034 Iteration 1F: 3 clusters Score -359113.5 nChanged 473 Iteration 2F: 3 clusters Score -359536.9 nChanged 349 Iteration 3F: 3 clusters Score -359876 nChanged 319 Iteration 4F: 3 clusters Score -360266.1 nChanged 353 Iteration 5F: 3 clusters Score -360730 nChanged 347 Iteration 6F: 3 clusters Score -361114.7 nChanged 290 Iteration 7F: 3 clusters Score -361411.9 nChanged 212 Iteration 8Q: 3 clusters Score -361588.6 nChanged 143 Iteration 9Q: 3 clusters Score -361686.3 nChanged 106 Iteration 10Q: 3 clusters Score -361749 nChanged 88 Iteration 11Q: 3 clusters Score -361787.7 nChanged 57 Iteration 12Q: 3 clusters Score -361816.2 nChanged 61 Iteration 13Q: 3 clusters Score -361854.2 nChanged 45 Iteration 14Q: 3 clusters Score -361875.5 nChanged 37 Iteration 15Q: 3 clusters Score -361890.2 nChanged 34 Iteration 16Q: 3 clusters Score -361902.6 nChanged 24 Iteration 17Q: 3 clusters Score -361912.1 nChanged 29 Iteration 18Q: 3 clusters Score -361921.4 nChanged 22 Iteration 19Q: 3 clusters Score -361930.2 nChanged 16 Iteration 20F: 3 clusters Score -361935.5 nChanged 15 Iteration 21Q: 3 clusters Score -361939.7 nChanged 8 Iteration 22Q: 3 clusters Score -361942.2 nChanged 6 Iteration 23Q: 3 clusters Score -361944.5 nChanged 1 Iteration 24Q: 3 clusters Score -361944.2 nChanged 1 Iteration 25Q: 3 clusters Score -361944.2 nChanged 1 Iteration 26Q: 3 clusters Score -361944.4 nChanged 1 Iteration 27Q: 3 clusters Score -361944.6 nChanged 1 Iteration 28Q: 3 clusters Score -361944.7 nChanged 3 Iteration 29Q: 3 clusters Score -361946.3 nChanged 6 Iteration 30Q: 3 clusters Score -361949 nChanged 5 Iteration 31Q: 3 clusters Score -361949.5 nChanged 11 Iteration 32Q: 3 clusters Score -361953.4 nChanged 7 Iteration 33Q: 3 clusters Score -361955 nChanged 8 Iteration 34Q: 3 clusters Score -361958.9 nChanged 9 Iteration 35Q: 3 clusters Score -361961.7 nChanged 8 Iteration 36Q: 3 clusters Score -361964.1 nChanged 4 Iteration 37Q: 3 clusters Score -361964.9 nChanged 3 Iteration 38Q: 3 clusters Score -361966 nChanged 0 Iteration 39F: 3 clusters Score -361966 nChanged 0 Trying to split cluster 2 (1810 points) Iteration 0F: 2 clusters Score -95521.79 nChanged 0 Iteration 0F: 3 clusters Score -93089.45 nChanged 580 Iteration 1F: 3 clusters Score -93836.26 nChanged 216 Iteration 2F: 3 clusters Score -94265.38 nChanged 156 Iteration 3F: 3 clusters Score -94547.02 nChanged 118 Iteration 4F: 3 clusters Score -94778.24 nChanged 78 Iteration 5Q: 3 clusters Score -94955.79 nChanged 53 Iteration 6Q: 3 clusters Score -95094.18 nChanged 39 Iteration 7Q: 3 clusters Score -95143 nChanged 32 Iteration 8Q: 3 clusters Score -95179.04 nChanged 19 Iteration 9Q: 3 clusters Score -95197.9 nChanged 10 Iteration 10Q: 3 clusters Score -95208.12 nChanged 8 Iteration 11Q: 3 clusters Score -95216.81 nChanged 2 Iteration 12Q: 3 clusters Score -95218.94 nChanged 2 Iteration 13Q: 3 clusters Score -95220.38 nChanged 1 Iteration 14Q: 3 clusters Score -95221.34 nChanged 2 Iteration 15Q: 3 clusters Score -95223.13 nChanged 2 Iteration 16Q: 3 clusters Score -95227.91 nChanged 2 Iteration 17Q: 3 clusters Score -95229.93 nChanged 1 Iteration 18Q: 3 clusters Score -95230.78 nChanged 2 Iteration 19Q: 3 clusters Score -95233.51 nChanged 2 Iteration 20F: 3 clusters Score -95235.09 nChanged 1 Iteration 21Q: 3 clusters Score -95235.77 nChanged 1 Iteration 22Q: 3 clusters Score -95236.27 nChanged 1 Iteration 23Q: 3 clusters Score -95236.55 nChanged 0 Iteration 24F: 3 clusters Score -95236.55 nChanged 0 Trying to split cluster 3 (1374 points) Iteration 0F: 2 clusters Score -82475.45 nChanged 0 Iteration 0F: 3 clusters Score -80209.65 nChanged 400 Iteration 1F: 3 clusters Score -80646.21 nChanged 114 Iteration 2F: 3 clusters Score -80779.24 nChanged 81 Iteration 3F: 3 clusters Score -80884 nChanged 60 Iteration 4Q: 3 clusters Score -80954.39 nChanged 36 Iteration 5Q: 3 clusters Score -80994.25 nChanged 29 Iteration 6Q: 3 clusters Score -81030.54 nChanged 22 Iteration 7Q: 3 clusters Score -81062.37 nChanged 20 Iteration 8Q: 3 clusters Score -81097.91 nChanged 16 Iteration 9Q: 3 clusters Score -81115.49 nChanged 13 Iteration 10Q: 3 clusters Score -81130.32 nChanged 5 Iteration 11Q: 3 clusters Score -81136.7 nChanged 5 Iteration 12Q: 3 clusters Score -81145.17 nChanged 3 Iteration 13Q: 3 clusters Score -81149.22 nChanged 2 Iteration 14Q: 3 clusters Score -81151.86 nChanged 2 Iteration 15Q: 3 clusters Score -81153.79 nChanged 2 Iteration 16Q: 3 clusters Score -81163.37 nChanged 8 Iteration 17Q: 3 clusters Score -81177.16 nChanged 4 Iteration 18Q: 3 clusters Score -81181.15 nChanged 2 Iteration 19Q: 3 clusters Score -81184.13 nChanged 1 Iteration 20F: 3 clusters Score -81184.93 nChanged 0 3->4 Clusters: Score -531778.937500, best is -531734.937500 THE BEST YET! Starting from 4 clusters... --- Clustering full data set of 8407 points --- Deleting Class 3. Lose 1285.530029 but Gain 2385.720703 Iteration 0F: 3 clusters Score -506960.5 nChanged 5075 Iteration 1F: 3 clusters Score -518546 nChanged 1955 Iteration 2F: 3 clusters Score -527828.2 nChanged 829 Iteration 3F: 3 clusters Score -529884.6 nChanged 261 Iteration 4Q: 3 clusters Score -530191.4 nChanged 78 Iteration 5Q: 3 clusters Score -530233.3 nChanged 41 Iteration 6Q: 3 clusters Score -530244.9 nChanged 22 Iteration 7Q: 3 clusters Score -530251.5 nChanged 10 Iteration 8Q: 3 clusters Score -530252.9 nChanged 2 Iteration 9Q: 3 clusters Score -530253.4 nChanged 0 Iteration 10F: 3 clusters Score -530258.1 nChanged 1 Iteration 11Q: 3 clusters Score -530259.9 nChanged 0 Iteration 12F: 3 clusters Score -530259.9 nChanged 0 Trying to split cluster 1 (2655 points) Iteration 0F: 2 clusters Score -140780.4 nChanged 0 Iteration 0F: 3 clusters Score -137793.2 nChanged 935 Iteration 1F: 3 clusters Score -138884 nChanged 327 Iteration 2F: 3 clusters Score -139391 nChanged 200 Iteration 3F: 3 clusters Score -139647 nChanged 127 Iteration 4Q: 3 clusters Score -139826.3 nChanged 110 Iteration 5Q: 3 clusters Score -139964.2 nChanged 85 Iteration 6Q: 3 clusters Score -140079.3 nChanged 80 Iteration 7Q: 3 clusters Score -140193 nChanged 72 Iteration 8Q: 3 clusters Score -140284.4 nChanged 75 Iteration 9Q: 3 clusters Score -140381.8 nChanged 56 Iteration 10Q: 3 clusters Score -140450.8 nChanged 60 Iteration 11Q: 3 clusters Score -140535.8 nChanged 64 Iteration 12Q: 3 clusters Score -140633.2 nChanged 48 Iteration 13Q: 3 clusters Score -140729 nChanged 53 Iteration 14Q: 3 clusters Score -140800.9 nChanged 54 Iteration 15Q: 3 clusters Score -140870.2 nChanged 62 Iteration 16Q: 3 clusters Score -140924 nChanged 38 Iteration 17Q: 3 clusters Score -140972.8 nChanged 33 Iteration 18Q: 3 clusters Score -141011.9 nChanged 31 Iteration 19Q: 3 clusters Score -141051.3 nChanged 35 Iteration 20F: 3 clusters Score -141114.2 nChanged 38 Iteration 21Q: 3 clusters Score -141176.8 nChanged 49 Iteration 22Q: 3 clusters Score -141243.5 nChanged 41 Iteration 23Q: 3 clusters Score -141286.5 nChanged 35 Iteration 24Q: 3 clusters Score -141319.1 nChanged 28 Iteration 25Q: 3 clusters Score -141367.6 nChanged 26 Iteration 26Q: 3 clusters Score -141392.5 nChanged 20 Iteration 27Q: 3 clusters Score -141413 nChanged 17 Iteration 28Q: 3 clusters Score -141442.3 nChanged 16 Iteration 29Q: 3 clusters Score -141473.6 nChanged 15 Iteration 30Q: 3 clusters Score -141503.1 nChanged 17 Iteration 31Q: 3 clusters Score -141520.1 nChanged 21 Iteration 32Q: 3 clusters Score -141545.4 nChanged 11 Iteration 33Q: 3 clusters Score -141565.4 nChanged 5 Iteration 34Q: 3 clusters Score -141568.2 nChanged 2 Iteration 35Q: 3 clusters Score -141569.3 nChanged 1 Iteration 36Q: 3 clusters Score -141569.9 nChanged 1 Iteration 37Q: 3 clusters Score -141570.6 nChanged 2 Iteration 38Q: 3 clusters Score -141571.4 nChanged 5 Iteration 39Q: 3 clusters Score -141574.1 nChanged 6 Iteration 40F: 3 clusters Score -141606.1 nChanged 6 Iteration 41Q: 3 clusters Score -141665.2 nChanged 12 Iteration 42Q: 3 clusters Score -141690 nChanged 14 Iteration 43Q: 3 clusters Score -141717.8 nChanged 14 Iteration 44Q: 3 clusters Score -141760 nChanged 20 Iteration 45Q: 3 clusters Score -141785.9 nChanged 13 Iteration 46Q: 3 clusters Score -141798.9 nChanged 9 Iteration 47Q: 3 clusters Score -141808.4 nChanged 4 Iteration 48Q: 3 clusters Score -141811.3 nChanged 3 Iteration 49Q: 3 clusters Score -141813.4 nChanged 1 Iteration 50Q: 3 clusters Score -141813.5 nChanged 1 Iteration 51Q: 3 clusters Score -141813.9 nChanged 0 Iteration 52F: 3 clusters Score -141813.9 nChanged 0 Splitting cluster 1 changes total score from -530259.875000 to -530988.812500 So it's getting split into cluster 3. Trying to split cluster 2 (5748 points) Iteration 0F: 2 clusters Score -395160.9 nChanged 0 Iteration 0F: 3 clusters Score -390102.3 nChanged 2183 Iteration 1F: 3 clusters Score -391433 nChanged 477 Iteration 2F: 3 clusters Score -391745.2 nChanged 355 Iteration 3F: 3 clusters Score -392039.7 nChanged 326 Iteration 4F: 3 clusters Score -392340.4 nChanged 329 Iteration 5F: 3 clusters Score -392702 nChanged 362 Iteration 6F: 3 clusters Score -393087.6 nChanged 371 Iteration 7F: 3 clusters Score -393477.7 nChanged 325 Iteration 8F: 3 clusters Score -393823.6 nChanged 283 Iteration 9Q: 3 clusters Score -394100.2 nChanged 222 Iteration 10Q: 3 clusters Score -394252.1 nChanged 137 Iteration 11Q: 3 clusters Score -394323.1 nChanged 85 Iteration 12Q: 3 clusters Score -394361.8 nChanged 62 Iteration 13Q: 3 clusters Score -394390.2 nChanged 71 Iteration 14Q: 3 clusters Score -394428.8 nChanged 54 Iteration 15Q: 3 clusters Score -394455.5 nChanged 49 Iteration 16Q: 3 clusters Score -394478 nChanged 35 Iteration 17Q: 3 clusters Score -394492.7 nChanged 32 Iteration 18Q: 3 clusters Score -394508.2 nChanged 40 Iteration 19Q: 3 clusters Score -394529.4 nChanged 41 Iteration 20F: 3 clusters Score -394553.7 nChanged 42 Iteration 21Q: 3 clusters Score -394574.4 nChanged 37 Iteration 22Q: 3 clusters Score -394588.4 nChanged 28 Iteration 23Q: 3 clusters Score -394599.7 nChanged 23 Iteration 24Q: 3 clusters Score -394607.1 nChanged 15 Iteration 25Q: 3 clusters Score -394610.2 nChanged 10 Iteration 26Q: 3 clusters Score -394614.3 nChanged 14 Iteration 27Q: 3 clusters Score -394616.5 nChanged 9 Iteration 28Q: 3 clusters Score -394618.8 nChanged 3 Iteration 29Q: 3 clusters Score -394619.4 nChanged 4 Iteration 30Q: 3 clusters Score -394620.5 nChanged 0 Iteration 31F: 3 clusters Score -394620.5 nChanged 0 Iteration 13F: 4 clusters Score -531250.2 nChanged 218 Iteration 14Q: 4 clusters Score -531459.9 nChanged 118 Iteration 15Q: 4 clusters Score -531568.9 nChanged 80 Iteration 16Q: 4 clusters Score -531622.5 nChanged 50 Iteration 17Q: 4 clusters Score -531647.8 nChanged 39 Iteration 18Q: 4 clusters Score -531667.7 nChanged 32 Iteration 19Q: 4 clusters Score -531693.1 nChanged 20 Iteration 20F: 4 clusters Score -531708.7 nChanged 20 Iteration 21Q: 4 clusters Score -531720.1 nChanged 11 Iteration 22Q: 4 clusters Score -531725.7 nChanged 7 Iteration 23Q: 4 clusters Score -531728.6 nChanged 0 Iteration 24F: 4 clusters Score -531728.6 nChanged 0 Trying to split cluster 1 (1762 points) Iteration 0F: 2 clusters Score -92937.78 nChanged 0 Iteration 0F: 3 clusters Score -90500.11 nChanged 541 Iteration 1F: 3 clusters Score -91167.07 nChanged 161 Iteration 2F: 3 clusters Score -91481.98 nChanged 116 Iteration 3F: 3 clusters Score -91665.8 nChanged 104 Iteration 4F: 3 clusters Score -91832.55 nChanged 67 Iteration 5Q: 3 clusters Score -91944.79 nChanged 51 Iteration 6Q: 3 clusters Score -92043.12 nChanged 38 Iteration 7Q: 3 clusters Score -92102.27 nChanged 30 Iteration 8Q: 3 clusters Score -92142.9 nChanged 30 Iteration 9Q: 3 clusters Score -92191.55 nChanged 26 Iteration 10Q: 3 clusters Score -92216.27 nChanged 16 Iteration 11Q: 3 clusters Score -92244.54 nChanged 28 Iteration 12Q: 3 clusters Score -92272.7 nChanged 25 Iteration 13Q: 3 clusters Score -92303.18 nChanged 18 Iteration 14Q: 3 clusters Score -92319.46 nChanged 13 Iteration 15Q: 3 clusters Score -92329.76 nChanged 12 Iteration 16Q: 3 clusters Score -92340.09 nChanged 9 Iteration 17Q: 3 clusters Score -92346.12 nChanged 8 Iteration 18Q: 3 clusters Score -92352.48 nChanged 14 Iteration 19Q: 3 clusters Score -92363.55 nChanged 20 Iteration 20F: 3 clusters Score -92384.37 nChanged 18 Iteration 21Q: 3 clusters Score -92398.46 nChanged 12 Iteration 22Q: 3 clusters Score -92409.55 nChanged 13 Iteration 23Q: 3 clusters Score -92420.52 nChanged 10 Iteration 24Q: 3 clusters Score -92435.02 nChanged 11 Iteration 25Q: 3 clusters Score -92451.24 nChanged 14 Iteration 26Q: 3 clusters Score -92469.73 nChanged 19 Iteration 27Q: 3 clusters Score -92498.07 nChanged 18 Iteration 28Q: 3 clusters Score -92516.77 nChanged 11 Iteration 29Q: 3 clusters Score -92525.5 nChanged 5 Iteration 30Q: 3 clusters Score -92530.27 nChanged 5 Iteration 31Q: 3 clusters Score -92534.7 nChanged 5 Iteration 32Q: 3 clusters Score -92537.95 nChanged 2 Iteration 33Q: 3 clusters Score -92539.81 nChanged 1 Iteration 34Q: 3 clusters Score -92540.63 nChanged 2 Iteration 35Q: 3 clusters Score -92542.12 nChanged 1 Iteration 36Q: 3 clusters Score -92542.99 nChanged 1 Iteration 37Q: 3 clusters Score -92543.5 nChanged 2 Iteration 38Q: 3 clusters Score -92544.66 nChanged 1 Iteration 39Q: 3 clusters Score -92544.84 nChanged 1 Iteration 40F: 3 clusters Score -92545.2 nChanged 0 Trying to split cluster 2 (5307 points) Iteration 0F: 2 clusters Score -367856.6 nChanged 0 Iteration 0F: 3 clusters Score -363077.1 nChanged 1994 Iteration 1F: 3 clusters Score -364370 nChanged 472 Iteration 2F: 3 clusters Score -364942.7 nChanged 473 Iteration 3F: 3 clusters Score -365636.3 nChanged 469 Iteration 4F: 3 clusters Score -366346.6 nChanged 411 Iteration 5F: 3 clusters Score -366839.9 nChanged 283 Iteration 6F: 3 clusters Score -367074.4 nChanged 154 Iteration 7Q: 3 clusters Score -367158.8 nChanged 88 Iteration 8Q: 3 clusters Score -367212.2 nChanged 77 Iteration 9Q: 3 clusters Score -367251.7 nChanged 64 Iteration 10Q: 3 clusters Score -367276.2 nChanged 34 Iteration 11Q: 3 clusters Score -367289.5 nChanged 26 Iteration 12Q: 3 clusters Score -367300.1 nChanged 20 Iteration 13Q: 3 clusters Score -367308.1 nChanged 13 Iteration 14Q: 3 clusters Score -367313.5 nChanged 11 Iteration 15Q: 3 clusters Score -367316.9 nChanged 10 Iteration 16Q: 3 clusters Score -367322.1 nChanged 9 Iteration 17Q: 3 clusters Score -367328.5 nChanged 17 Iteration 18Q: 3 clusters Score -367336.7 nChanged 19 Iteration 19Q: 3 clusters Score -367344.5 nChanged 15 Iteration 20F: 3 clusters Score -367350.4 nChanged 9 Iteration 21Q: 3 clusters Score -367353.1 nChanged 10 Iteration 22Q: 3 clusters Score -367357.5 nChanged 9 Iteration 23Q: 3 clusters Score -367362.8 nChanged 6 Iteration 24Q: 3 clusters Score -367364.5 nChanged 6 Iteration 25Q: 3 clusters Score -367366.4 nChanged 6 Iteration 26Q: 3 clusters Score -367368.8 nChanged 8 Iteration 27Q: 3 clusters Score -367372.7 nChanged 4 Iteration 28Q: 3 clusters Score -367374.1 nChanged 3 Iteration 29Q: 3 clusters Score -367375.9 nChanged 2 Iteration 30Q: 3 clusters Score -367376.2 nChanged 2 Iteration 31Q: 3 clusters Score -367376.2 nChanged 2 Iteration 32Q: 3 clusters Score -367377.8 nChanged 0 Iteration 33F: 3 clusters Score -367377.8 nChanged 0 Trying to split cluster 3 (1335 points) Iteration 0F: 2 clusters Score -79628.62 nChanged 0 Iteration 0F: 3 clusters Score -77426.7 nChanged 379 Iteration 1F: 3 clusters Score -77815.35 nChanged 108 Iteration 2F: 3 clusters Score -77958.73 nChanged 79 Iteration 3F: 3 clusters Score -78052.66 nChanged 58 Iteration 4Q: 3 clusters Score -78132.89 nChanged 47 Iteration 5Q: 3 clusters Score -78196.86 nChanged 41 Iteration 6Q: 3 clusters Score -78267.73 nChanged 37 Iteration 7Q: 3 clusters Score -78359.32 nChanged 29 Iteration 8Q: 3 clusters Score -78421.08 nChanged 18 Iteration 9Q: 3 clusters Score -78441.74 nChanged 9 Iteration 10Q: 3 clusters Score -78456.04 nChanged 13 Iteration 11Q: 3 clusters Score -78470.41 nChanged 6 Iteration 12Q: 3 clusters Score -78481.37 nChanged 4 Iteration 13Q: 3 clusters Score -78485.89 nChanged 5 Iteration 14Q: 3 clusters Score -78492.14 nChanged 5 Iteration 15Q: 3 clusters Score -78498.98 nChanged 7 Iteration 16Q: 3 clusters Score -78504.85 nChanged 3 Iteration 17Q: 3 clusters Score -78507.12 nChanged 2 Iteration 18Q: 3 clusters Score -78510.14 nChanged 3 Iteration 19Q: 3 clusters Score -78514.86 nChanged 3 Iteration 20F: 3 clusters Score -78528.91 nChanged 3 Iteration 21Q: 3 clusters Score -78546.06 nChanged 5 Iteration 22Q: 3 clusters Score -78554.35 nChanged 4 Iteration 23Q: 3 clusters Score -78558.4 nChanged 2 Iteration 24Q: 3 clusters Score -78560.34 nChanged 0 Iteration 25F: 3 clusters Score -78560.34 nChanged 0 4->4 Clusters: Score -531728.562500, best is -531778.937500 Starting from 5 clusters... --- Clustering full data set of 8407 points --- Deleting Class 3. Lose 923.111694 but Gain 2385.720215 Iteration 0F: 4 clusters Score -503766 nChanged 5766 Iteration 1F: 4 clusters Score -519022.4 nChanged 2405 Iteration 2F: 4 clusters Score -527735.9 nChanged 984 Iteration 3F: 4 clusters Score -529421.4 nChanged 431 Iteration 4F: 4 clusters Score -529913.5 nChanged 208 Iteration 5Q: 4 clusters Score -530112.8 nChanged 153 Iteration 6Q: 4 clusters Score -530283.4 nChanged 132 Iteration 7Q: 4 clusters Score -530396.8 nChanged 115 Iteration 8Q: 4 clusters Score -530495.5 nChanged 93 Iteration 9Q: 4 clusters Score -530570.7 nChanged 91 Iteration 10Q: 4 clusters Score -530648.1 nChanged 98 Iteration 11Q: 4 clusters Score -530725.1 nChanged 90 Iteration 12Q: 4 clusters Score -530824.5 nChanged 95 Iteration 13Q: 4 clusters Score -530936.1 nChanged 91 Iteration 14Q: 4 clusters Score -531024.8 nChanged 75 Iteration 15Q: 4 clusters Score -531126.1 nChanged 79 Iteration 16Q: 4 clusters Score -531215.7 nChanged 72 Iteration 17Q: 4 clusters Score -531293.1 nChanged 78 Iteration 18Q: 4 clusters Score -531357.2 nChanged 61 Iteration 19Q: 4 clusters Score -531410.9 nChanged 47 Iteration 20F: 4 clusters Score -531462.4 nChanged 51 Iteration 21Q: 4 clusters Score -531529.3 nChanged 58 Iteration 22Q: 4 clusters Score -531573.8 nChanged 40 Iteration 23Q: 4 clusters Score -531599.8 nChanged 37 Iteration 24Q: 4 clusters Score -531652.8 nChanged 44 Iteration 25Q: 4 clusters Score -531694.4 nChanged 37 Iteration 26Q: 4 clusters Score -531714.2 nChanged 31 Iteration 27Q: 4 clusters Score -531734.1 nChanged 26 Iteration 28Q: 4 clusters Score -531746.2 nChanged 15 Iteration 29Q: 4 clusters Score -531754.1 nChanged 11 Iteration 30Q: 4 clusters Score -531757.8 nChanged 7 Iteration 31Q: 4 clusters Score -531760.8 nChanged 6 Iteration 32Q: 4 clusters Score -531762.4 nChanged 4 Iteration 33Q: 4 clusters Score -531763.4 nChanged 1 Iteration 34Q: 4 clusters Score -531763.8 nChanged 2 Iteration 35Q: 4 clusters Score -531765.1 nChanged 1 Iteration 36Q: 4 clusters Score -531765.6 nChanged 2 Iteration 37Q: 4 clusters Score -531766 nChanged 0 Iteration 38F: 4 clusters Score -531766 nChanged 0 Trying to split cluster 1 (1774 points) Iteration 0F: 2 clusters Score -92676.29 nChanged 0 Iteration 0F: 3 clusters Score -90234.85 nChanged 599 Iteration 1F: 3 clusters Score -91020.27 nChanged 183 Iteration 2F: 3 clusters Score -91350.42 nChanged 121 Iteration 3F: 3 clusters Score -91498.85 nChanged 82 Iteration 4Q: 3 clusters Score -91634.58 nChanged 75 Iteration 5Q: 3 clusters Score -91718.56 nChanged 40 Iteration 6Q: 3 clusters Score -91754.16 nChanged 21 Iteration 7Q: 3 clusters Score -91769.25 nChanged 6 Iteration 8Q: 3 clusters Score -91780.06 nChanged 7 Iteration 9Q: 3 clusters Score -91785.32 nChanged 2 Iteration 10Q: 3 clusters Score -91787.21 nChanged 1 Iteration 11Q: 3 clusters Score -91787.64 nChanged 0 Iteration 12F: 3 clusters Score -91787.64 nChanged 0 Trying to split cluster 2 (5104 points) Iteration 0F: 2 clusters Score -355095.2 nChanged 0 Iteration 0F: 3 clusters Score -350469.2 nChanged 1932 Iteration 1F: 3 clusters Score -351713.3 nChanged 457 Iteration 2F: 3 clusters Score -352109.9 nChanged 359 Iteration 3F: 3 clusters Score -352415.9 nChanged 298 Iteration 4F: 3 clusters Score -352695.7 nChanged 306 Iteration 5F: 3 clusters Score -353005.3 nChanged 286 Iteration 6F: 3 clusters Score -353307.4 nChanged 248 Iteration 7Q: 3 clusters Score -353568 nChanged 225 Iteration 8Q: 3 clusters Score -353787.4 nChanged 174 Iteration 9Q: 3 clusters Score -353952.2 nChanged 150 Iteration 10Q: 3 clusters Score -354083.4 nChanged 147 Iteration 11Q: 3 clusters Score -354187.3 nChanged 120 Iteration 12Q: 3 clusters Score -354272 nChanged 94 Iteration 13Q: 3 clusters Score -354324.3 nChanged 69 Iteration 14Q: 3 clusters Score -354358.5 nChanged 50 Iteration 15Q: 3 clusters Score -354375.2 nChanged 35 Iteration 16Q: 3 clusters Score -354390.8 nChanged 33 Iteration 17Q: 3 clusters Score -354403.1 nChanged 37 Iteration 18Q: 3 clusters Score -354418.5 nChanged 33 Iteration 19Q: 3 clusters Score -354431.6 nChanged 26 Iteration 20F: 3 clusters Score -354441 nChanged 25 Iteration 21Q: 3 clusters Score -354449.7 nChanged 21 Iteration 22Q: 3 clusters Score -354457.9 nChanged 17 Iteration 23Q: 3 clusters Score -354463.9 nChanged 9 Iteration 24Q: 3 clusters Score -354465.4 nChanged 5 Iteration 25Q: 3 clusters Score -354466.4 nChanged 7 Iteration 26Q: 3 clusters Score -354469 nChanged 8 Iteration 27Q: 3 clusters Score -354471.8 nChanged 6 Iteration 28Q: 3 clusters Score -354473.1 nChanged 7 Iteration 29Q: 3 clusters Score -354474.3 nChanged 2 Iteration 30Q: 3 clusters Score -354475.1 nChanged 2 Iteration 31Q: 3 clusters Score -354475.7 nChanged 1 Iteration 32Q: 3 clusters Score -354475.9 nChanged 1 Iteration 33Q: 3 clusters Score -354476.4 nChanged 0 Iteration 34F: 3 clusters Score -354476.4 nChanged 0 Trying to split cluster 4 (1525 points) Iteration 0F: 2 clusters Score -92929.36 nChanged 0 Iteration 0F: 3 clusters Score -90578.24 nChanged 467 Iteration 1F: 3 clusters Score -91027.85 nChanged 129 Iteration 2F: 3 clusters Score -91179.8 nChanged 63 Iteration 3Q: 3 clusters Score -91255.75 nChanged 47 Iteration 4Q: 3 clusters Score -91305.95 nChanged 29 Iteration 5Q: 3 clusters Score -91339.84 nChanged 22 Iteration 6Q: 3 clusters Score -91359.34 nChanged 13 Iteration 7Q: 3 clusters Score -91374.2 nChanged 14 Iteration 8Q: 3 clusters Score -91385.25 nChanged 6 Iteration 9Q: 3 clusters Score -91396.31 nChanged 7 Iteration 10Q: 3 clusters Score -91404.48 nChanged 12 Iteration 11Q: 3 clusters Score -91415.6 nChanged 5 Iteration 12Q: 3 clusters Score -91418.12 nChanged 1 Iteration 13Q: 3 clusters Score -91419.23 nChanged 4 Iteration 14Q: 3 clusters Score -91427.65 nChanged 8 Iteration 15Q: 3 clusters Score -91432.46 nChanged 4 Iteration 16Q: 3 clusters Score -91435.16 nChanged 4 Iteration 17Q: 3 clusters Score -91439.55 nChanged 7 Iteration 18Q: 3 clusters Score -91445.44 nChanged 8 Iteration 19Q: 3 clusters Score -91451.48 nChanged 10 Iteration 20F: 3 clusters Score -91461.55 nChanged 15 Iteration 21Q: 3 clusters Score -91475.01 nChanged 12 Iteration 22Q: 3 clusters Score -91485.81 nChanged 8 Iteration 23Q: 3 clusters Score -91498.3 nChanged 9 Iteration 24Q: 3 clusters Score -91511.96 nChanged 15 Iteration 25Q: 3 clusters Score -91532.73 nChanged 20 Iteration 26Q: 3 clusters Score -91553.04 nChanged 15 Iteration 27Q: 3 clusters Score -91566.9 nChanged 12 Iteration 28Q: 3 clusters Score -91576.49 nChanged 12 Iteration 29Q: 3 clusters Score -91584.77 nChanged 6 Iteration 30Q: 3 clusters Score -91592.34 nChanged 10 Iteration 31Q: 3 clusters Score -91598.92 nChanged 6 Iteration 32Q: 3 clusters Score -91606.52 nChanged 7 Iteration 33Q: 3 clusters Score -91613.31 nChanged 4 Iteration 34Q: 3 clusters Score -91616.84 nChanged 4 Iteration 35Q: 3 clusters Score -91620.05 nChanged 3 Iteration 36Q: 3 clusters Score -91622.12 nChanged 6 Iteration 37Q: 3 clusters Score -91628.55 nChanged 13 Iteration 38Q: 3 clusters Score -91643.91 nChanged 8 Iteration 39Q: 3 clusters Score -91652.43 nChanged 11 Iteration 40F: 3 clusters Score -91668.59 nChanged 8 Iteration 41Q: 3 clusters Score -91679.64 nChanged 14 Iteration 42Q: 3 clusters Score -91696.72 nChanged 11 Iteration 43Q: 3 clusters Score -91711.84 nChanged 10 Iteration 44Q: 3 clusters Score -91725.25 nChanged 14 Iteration 45Q: 3 clusters Score -91739.01 nChanged 12 Iteration 46Q: 3 clusters Score -91755.84 nChanged 12 Iteration 47Q: 3 clusters Score -91773.02 nChanged 13 Iteration 48Q: 3 clusters Score -91783.89 nChanged 12 Iteration 49Q: 3 clusters Score -91792.71 nChanged 5 Iteration 50Q: 3 clusters Score -91796.41 nChanged 3 Iteration 51Q: 3 clusters Score -91797.48 nChanged 2 Iteration 52Q: 3 clusters Score -91798.38 nChanged 1 Iteration 53Q: 3 clusters Score -91798.71 nChanged 0 Iteration 54F: 3 clusters Score -91798.71 nChanged 0 5->4 Clusters: Score -531766.000000, best is -531778.937500 Starting from 6 clusters... --- Clustering full data set of 8407 points --- Deleting Class 1. Lose 686.074097 but Gain 2385.720703 Iteration 0F: 5 clusters Score -501136.5 nChanged 5971 Iteration 1F: 5 clusters Score -517537.4 nChanged 2678 Iteration 2F: 5 clusters Score -526635.2 nChanged 1482 Iteration 3F: 5 clusters Score -529272.5 nChanged 683 Iteration 4F: 5 clusters Score -530187.3 nChanged 368 Iteration 5Q: 5 clusters Score -530624 nChanged 242 Iteration 6Q: 5 clusters Score -530887.4 nChanged 210 Iteration 7Q: 5 clusters Score -531087.9 nChanged 150 Iteration 8Q: 5 clusters Score -531230.2 nChanged 142 Iteration 9Q: 5 clusters Score -531345.9 nChanged 123 Iteration 10Q: 5 clusters Score -531447.5 nChanged 100 Iteration 11Q: 5 clusters Score -531526.9 nChanged 84 Iteration 12Q: 5 clusters Score -531578.8 nChanged 55 Iteration 13Q: 5 clusters Score -531604.6 nChanged 43 Iteration 14Q: 5 clusters Score -531624.6 nChanged 40 Iteration 15Q: 5 clusters Score -531642.4 nChanged 34 Iteration 16Q: 5 clusters Score -531657.1 nChanged 26 Iteration 17Q: 5 clusters Score -531668.3 nChanged 21 Iteration 18Q: 5 clusters Score -531675.6 nChanged 16 Iteration 19Q: 5 clusters Score -531681.8 nChanged 11 Iteration 20F: 5 clusters Score -531727.5 nChanged 31 Iteration 21Q: 5 clusters Score -531757.4 nChanged 33 Iteration 22Q: 5 clusters Score -531775.8 nChanged 29 Iteration 23Q: 5 clusters Score -531791.8 nChanged 22 Iteration 24Q: 5 clusters Score -531803.8 nChanged 20 Iteration 25Q: 5 clusters Score -531812.4 nChanged 19 Iteration 26Q: 5 clusters Score -531820.9 nChanged 17 Iteration 27Q: 5 clusters Score -531830.7 nChanged 11 Iteration 28Q: 5 clusters Score -531834.5 nChanged 12 Iteration 29Q: 5 clusters Score -531839.1 nChanged 14 Iteration 30Q: 5 clusters Score -531842.8 nChanged 13 Iteration 31Q: 5 clusters Score -531848.1 nChanged 13 Iteration 32Q: 5 clusters Score -531851.4 nChanged 14 Iteration 33Q: 5 clusters Score -531855.9 nChanged 10 Iteration 34Q: 5 clusters Score -531861.2 nChanged 6 Iteration 35Q: 5 clusters Score -531862.9 nChanged 1 Iteration 36Q: 5 clusters Score -531863.5 nChanged 2 Iteration 37Q: 5 clusters Score -531863.2 nChanged 1 Iteration 38Q: 5 clusters Score -531864 nChanged 3 Trying to split cluster 2 (1124 points) Iteration 0F: 2 clusters Score -54747.8 nChanged 0 Iteration 0F: 3 clusters Score -52680.66 nChanged 296 Iteration 1F: 3 clusters Score -53111.07 nChanged 104 Iteration 2F: 3 clusters Score -53374.37 nChanged 75 Iteration 3F: 3 clusters Score -53544.07 nChanged 54 Iteration 4Q: 3 clusters Score -53645.75 nChanged 36 Iteration 5Q: 3 clusters Score -53712.3 nChanged 23 Iteration 6Q: 3 clusters Score -53737.07 nChanged 12 Iteration 7Q: 3 clusters Score -53763.61 nChanged 8 Iteration 8Q: 3 clusters Score -53772.48 nChanged 10 Iteration 9Q: 3 clusters Score -53783.2 nChanged 4 Iteration 10Q: 3 clusters Score -53787.6 nChanged 3 Iteration 11Q: 3 clusters Score -53791.45 nChanged 3 Iteration 12Q: 3 clusters Score -53794.24 nChanged 0 Iteration 13F: 3 clusters Score -53794.24 nChanged 0 Trying to split cluster 3 (2209 points) Iteration 0F: 2 clusters Score -139043.5 nChanged 0 Iteration 0F: 3 clusters Score -136184.9 nChanged 713 Iteration 1F: 3 clusters Score -136769.2 nChanged 169 Iteration 2F: 3 clusters Score -136921.6 nChanged 103 Iteration 3Q: 3 clusters Score -137004.5 nChanged 67 Iteration 4Q: 3 clusters Score -137070.5 nChanged 70 Iteration 5Q: 3 clusters Score -137139.4 nChanged 57 Iteration 6Q: 3 clusters Score -137194 nChanged 51 Iteration 7Q: 3 clusters Score -137244.1 nChanged 54 Iteration 8Q: 3 clusters Score -137295.8 nChanged 53 Iteration 9Q: 3 clusters Score -137353.8 nChanged 50 Iteration 10Q: 3 clusters Score -137409.4 nChanged 43 Iteration 11Q: 3 clusters Score -137459.9 nChanged 48 Iteration 12Q: 3 clusters Score -137504.5 nChanged 45 Iteration 13Q: 3 clusters Score -137568.1 nChanged 61 Iteration 14Q: 3 clusters Score -137655.8 nChanged 65 Iteration 15Q: 3 clusters Score -137727.1 nChanged 45 Iteration 16Q: 3 clusters Score -137778.2 nChanged 42 Iteration 17Q: 3 clusters Score -137818.1 nChanged 30 Iteration 18Q: 3 clusters Score -137851.1 nChanged 19 Iteration 19Q: 3 clusters Score -137870.4 nChanged 16 Iteration 20F: 3 clusters Score -137883.2 nChanged 11 Iteration 21Q: 3 clusters Score -137893.1 nChanged 12 Iteration 22Q: 3 clusters Score -137899.9 nChanged 4 Iteration 23Q: 3 clusters Score -137902.8 nChanged 4 Iteration 24Q: 3 clusters Score -137906.7 nChanged 8 Iteration 25Q: 3 clusters Score -137912.5 nChanged 5 Iteration 26Q: 3 clusters Score -137915.4 nChanged 4 Iteration 27Q: 3 clusters Score -137918.5 nChanged 2 Iteration 28Q: 3 clusters Score -137920.6 nChanged 6 Iteration 29Q: 3 clusters Score -137926 nChanged 3 Iteration 30Q: 3 clusters Score -137928.2 nChanged 2 Iteration 31Q: 3 clusters Score -137929 nChanged 0 Iteration 32F: 3 clusters Score -137929 nChanged 0 Trying to split cluster 4 (3728 points) Iteration 0F: 2 clusters Score -267187.8 nChanged 0 Iteration 0F: 3 clusters Score -263384.5 nChanged 1366 Iteration 1F: 3 clusters Score -264283.7 nChanged 355 Iteration 2F: 3 clusters Score -264592.7 nChanged 249 Iteration 3F: 3 clusters Score -264829.3 nChanged 231 Iteration 4F: 3 clusters Score -265066.5 nChanged 184 Iteration 5Q: 3 clusters Score -265250.1 nChanged 157 Iteration 6Q: 3 clusters Score -265429.3 nChanged 141 Iteration 7Q: 3 clusters Score -265584.9 nChanged 129 Iteration 8Q: 3 clusters Score -265747.3 nChanged 115 Iteration 9Q: 3 clusters Score -265870.6 nChanged 98 Iteration 10Q: 3 clusters Score -265957.5 nChanged 69 Iteration 11Q: 3 clusters Score -266017.2 nChanged 65 Iteration 12Q: 3 clusters Score -266071.4 nChanged 52 Iteration 13Q: 3 clusters Score -266114 nChanged 51 Iteration 14Q: 3 clusters Score -266147.9 nChanged 30 Iteration 15Q: 3 clusters Score -266164 nChanged 21 Iteration 16Q: 3 clusters Score -266172.3 nChanged 13 Iteration 17Q: 3 clusters Score -266177.6 nChanged 7 Iteration 18Q: 3 clusters Score -266179.6 nChanged 8 Iteration 19Q: 3 clusters Score -266183.6 nChanged 9 Iteration 20F: 3 clusters Score -266187.3 nChanged 8 Iteration 21Q: 3 clusters Score -266191.9 nChanged 4 Iteration 22Q: 3 clusters Score -266194.7 nChanged 5 Iteration 23Q: 3 clusters Score -266196.9 nChanged 7 Iteration 24Q: 3 clusters Score -266199 nChanged 4 Iteration 25Q: 3 clusters Score -266200.5 nChanged 3 Iteration 26Q: 3 clusters Score -266200.9 nChanged 2 Iteration 27Q: 3 clusters Score -266201.6 nChanged 2 Iteration 28Q: 3 clusters Score -266202 nChanged 3 Iteration 29Q: 3 clusters Score -266203.3 nChanged 3 Iteration 30Q: 3 clusters Score -266204.2 nChanged 0 Iteration 31F: 3 clusters Score -266204.2 nChanged 0 Trying to split cluster 5 (1344 points) Iteration 0F: 2 clusters Score -83194.41 nChanged 0 Iteration 0F: 3 clusters Score -80934.14 nChanged 387 Iteration 1F: 3 clusters Score -81268.33 nChanged 88 Iteration 2F: 3 clusters Score -81384.29 nChanged 58 Iteration 3Q: 3 clusters Score -81478.8 nChanged 52 Iteration 4Q: 3 clusters Score -81568.98 nChanged 51 Iteration 5Q: 3 clusters Score -81643.55 nChanged 56 Iteration 6Q: 3 clusters Score -81713.4 nChanged 45 Iteration 7Q: 3 clusters Score -81789.06 nChanged 34 Iteration 8Q: 3 clusters Score -81827.99 nChanged 21 Iteration 9Q: 3 clusters Score -81852.02 nChanged 14 Iteration 10Q: 3 clusters Score -81872.81 nChanged 16 Iteration 11Q: 3 clusters Score -81899.57 nChanged 16 Iteration 12Q: 3 clusters Score -81923.68 nChanged 15 Iteration 13Q: 3 clusters Score -81938.45 nChanged 2 Iteration 14Q: 3 clusters Score -81939.58 nChanged 0 Iteration 15F: 3 clusters Score -81939.58 nChanged 0 Iteration 39Q: 5 clusters Score -531864.6 nChanged 1 Iteration 40F: 5 clusters Score -531865.8 nChanged 1 Iteration 41Q: 5 clusters Score -531866.6 nChanged 1 Iteration 42Q: 5 clusters Score -531865.9 nChanged 0 Iteration 43F: 5 clusters Score -531865.9 nChanged 0 Trying to split cluster 2 (1122 points) Iteration 0F: 2 clusters Score -54633.87 nChanged 0 Iteration 0F: 3 clusters Score -52560.04 nChanged 306 Iteration 1F: 3 clusters Score -53099.11 nChanged 112 Iteration 2F: 3 clusters Score -53312.35 nChanged 64 Iteration 3F: 3 clusters Score -53411.19 nChanged 27 Iteration 4Q: 3 clusters Score -53455.85 nChanged 13 Iteration 5Q: 3 clusters Score -53474.66 nChanged 10 Iteration 6Q: 3 clusters Score -53494.95 nChanged 14 Iteration 7Q: 3 clusters Score -53515.32 nChanged 13 Iteration 8Q: 3 clusters Score -53527.8 nChanged 9 Iteration 9Q: 3 clusters Score -53545.64 nChanged 12 Iteration 10Q: 3 clusters Score -53562.06 nChanged 10 Iteration 11Q: 3 clusters Score -53583.47 nChanged 5 Iteration 12Q: 3 clusters Score -53586.15 nChanged 0 Iteration 13F: 3 clusters Score -53586.15 nChanged 0 Trying to split cluster 3 (2212 points) Iteration 0F: 2 clusters Score -139227.3 nChanged 0 Iteration 0F: 3 clusters Score -136339.5 nChanged 711 Iteration 1F: 3 clusters Score -136878.8 nChanged 195 Iteration 2F: 3 clusters Score -137062.3 nChanged 100 Iteration 3Q: 3 clusters Score -137158.4 nChanged 73 Iteration 4Q: 3 clusters Score -137218.7 nChanged 55 Iteration 5Q: 3 clusters Score -137260.5 nChanged 32 Iteration 6Q: 3 clusters Score -137280.8 nChanged 29 Iteration 7Q: 3 clusters Score -137304.2 nChanged 29 Iteration 8Q: 3 clusters Score -137323.7 nChanged 32 Iteration 9Q: 3 clusters Score -137350.9 nChanged 30 Iteration 10Q: 3 clusters Score -137377.5 nChanged 28 Iteration 11Q: 3 clusters Score -137397.3 nChanged 20 Iteration 12Q: 3 clusters Score -137413.4 nChanged 21 Iteration 13Q: 3 clusters Score -137428.7 nChanged 13 Iteration 14Q: 3 clusters Score -137437 nChanged 10 Iteration 15Q: 3 clusters Score -137444.2 nChanged 11 Iteration 16Q: 3 clusters Score -137452.9 nChanged 18 Iteration 17Q: 3 clusters Score -137463.9 nChanged 14 Iteration 18Q: 3 clusters Score -137475.4 nChanged 10 Iteration 19Q: 3 clusters Score -137480.6 nChanged 6 Iteration 20F: 3 clusters Score -137486.7 nChanged 14 Iteration 21Q: 3 clusters Score -137496.4 nChanged 9 Iteration 22Q: 3 clusters Score -137501.2 nChanged 6 Iteration 23Q: 3 clusters Score -137504.4 nChanged 3 Iteration 24Q: 3 clusters Score -137506.3 nChanged 2 Iteration 25Q: 3 clusters Score -137508.9 nChanged 5 Iteration 26Q: 3 clusters Score -137511.7 nChanged 5 Iteration 27Q: 3 clusters Score -137514.8 nChanged 7 Iteration 28Q: 3 clusters Score -137518.3 nChanged 4 Iteration 29Q: 3 clusters Score -137520 nChanged 3 Iteration 30Q: 3 clusters Score -137521.8 nChanged 2 Iteration 31Q: 3 clusters Score -137523 nChanged 1 Iteration 32Q: 3 clusters Score -137523.3 nChanged 0 Iteration 33F: 3 clusters Score -137523.3 nChanged 0 Trying to split cluster 4 (3727 points) Iteration 0F: 2 clusters Score -267118.2 nChanged 0 Iteration 0F: 3 clusters Score -263288.7 nChanged 1350 Iteration 1F: 3 clusters Score -264247.5 nChanged 323 Iteration 2F: 3 clusters Score -264548.5 nChanged 245 Iteration 3F: 3 clusters Score -264840.3 nChanged 235 Iteration 4F: 3 clusters Score -265138.4 nChanged 224 Iteration 5F: 3 clusters Score -265418.3 nChanged 186 Iteration 6Q: 3 clusters Score -265628.6 nChanged 164 Iteration 7Q: 3 clusters Score -265783.7 nChanged 121 Iteration 8Q: 3 clusters Score -265885.8 nChanged 84 Iteration 9Q: 3 clusters Score -265937 nChanged 60 Iteration 10Q: 3 clusters Score -265973.3 nChanged 47 Iteration 11Q: 3 clusters Score -266003.8 nChanged 51 Iteration 12Q: 3 clusters Score -266033.2 nChanged 47 Iteration 13Q: 3 clusters Score -266059.9 nChanged 33 Iteration 14Q: 3 clusters Score -266075.2 nChanged 23 Iteration 15Q: 3 clusters Score -266087.4 nChanged 20 Iteration 16Q: 3 clusters Score -266097.2 nChanged 15 Iteration 17Q: 3 clusters Score -266105.8 nChanged 12 Iteration 18Q: 3 clusters Score -266113 nChanged 10 Iteration 19Q: 3 clusters Score -266118.6 nChanged 11 Iteration 20F: 3 clusters Score -266122.4 nChanged 8 Iteration 21Q: 3 clusters Score -266126.2 nChanged 11 Iteration 22Q: 3 clusters Score -266129.4 nChanged 1 Iteration 23Q: 3 clusters Score -266129.5 nChanged 0 Iteration 24F: 3 clusters Score -266129.5 nChanged 0 Trying to split cluster 5 (1344 points) Iteration 0F: 2 clusters Score -83194.41 nChanged 0 Iteration 0F: 3 clusters Score -80966.7 nChanged 380 Iteration 1F: 3 clusters Score -81340.04 nChanged 112 Iteration 2F: 3 clusters Score -81486.39 nChanged 53 Iteration 3Q: 3 clusters Score -81555.55 nChanged 39 Iteration 4Q: 3 clusters Score -81602.11 nChanged 24 Iteration 5Q: 3 clusters Score -81640.48 nChanged 26 Iteration 6Q: 3 clusters Score -81672.01 nChanged 25 Iteration 7Q: 3 clusters Score -81692.77 nChanged 13 Iteration 8Q: 3 clusters Score -81708.14 nChanged 16 Iteration 9Q: 3 clusters Score -81721.88 nChanged 11 Iteration 10Q: 3 clusters Score -81730.16 nChanged 9 Iteration 11Q: 3 clusters Score -81741.02 nChanged 9 Iteration 12Q: 3 clusters Score -81752.82 nChanged 7 Iteration 13Q: 3 clusters Score -81758.03 nChanged 5 Iteration 14Q: 3 clusters Score -81761.45 nChanged 0 Iteration 15F: 3 clusters Score -81761.45 nChanged 0 6->5 Clusters: Score -531865.875000, best is -531778.937500 THE BEST YET! Starting from 7 clusters... --- Clustering full data set of 8407 points --- Deleting Class 1. Lose 582.943909 but Gain 2385.720703 Iteration 0F: 6 clusters Score -497897.2 nChanged 6188 Iteration 1F: 6 clusters Score -508170.4 nChanged 2325 Deleting Class 2. Lose 1981.923706 but Gain 2385.720703 Iteration 2F: 5 clusters Score -517381.6 nChanged 3234 Iteration 3F: 5 clusters Score -526740.7 nChanged 1161 Iteration 4F: 5 clusters Score -528790.7 nChanged 632 Iteration 5F: 5 clusters Score -529712.6 nChanged 420 Iteration 6Q: 5 clusters Score -530236.4 nChanged 297 Iteration 7Q: 5 clusters Score -530574.4 nChanged 235 Iteration 8Q: 5 clusters Score -530827.4 nChanged 186 Iteration 9Q: 5 clusters Score -530994.4 nChanged 151 Iteration 10Q: 5 clusters Score -531144.7 nChanged 150 Iteration 11Q: 5 clusters Score -531296.5 nChanged 134 Iteration 12Q: 5 clusters Score -531419.1 nChanged 111 Iteration 13Q: 5 clusters Score -531513.6 nChanged 83 Iteration 14Q: 5 clusters Score -531578.6 nChanged 75 Iteration 15Q: 5 clusters Score -531626.1 nChanged 51 Iteration 16Q: 5 clusters Score -531653 nChanged 43 Iteration 17Q: 5 clusters Score -531674.4 nChanged 37 Iteration 18Q: 5 clusters Score -531694.2 nChanged 24 Iteration 19Q: 5 clusters Score -531704.2 nChanged 18 Iteration 20F: 5 clusters Score -531723.9 nChanged 18 Iteration 21Q: 5 clusters Score -531746.2 nChanged 20 Iteration 22Q: 5 clusters Score -531758.4 nChanged 17 Iteration 23Q: 5 clusters Score -531768.4 nChanged 22 Iteration 24Q: 5 clusters Score -531778.6 nChanged 13 Iteration 25Q: 5 clusters Score -531785.4 nChanged 17 Iteration 26Q: 5 clusters Score -531797.2 nChanged 23 Iteration 27Q: 5 clusters Score -531810.2 nChanged 21 Iteration 28Q: 5 clusters Score -531819.3 nChanged 20 Iteration 29Q: 5 clusters Score -531828.5 nChanged 20 Iteration 30Q: 5 clusters Score -531835.6 nChanged 16 Iteration 31Q: 5 clusters Score -531840.5 nChanged 8 Iteration 32Q: 5 clusters Score -531844.4 nChanged 9 Iteration 33Q: 5 clusters Score -531849.2 nChanged 7 Iteration 34Q: 5 clusters Score -531851.9 nChanged 3 Iteration 35Q: 5 clusters Score -531852 nChanged 2 Iteration 36Q: 5 clusters Score -531852.9 nChanged 1 Iteration 37Q: 5 clusters Score -531854.2 nChanged 2 Iteration 38Q: 5 clusters Score -531854.7 nChanged 4 Trying to split cluster 3 (993 points) Iteration 0F: 2 clusters Score -47524.4 nChanged 0 Iteration 0F: 3 clusters Score -45582.21 nChanged 242 Iteration 1F: 3 clusters Score -45981.52 nChanged 86 Iteration 2F: 3 clusters Score -46126.26 nChanged 50 Iteration 3F: 3 clusters Score -46194.92 nChanged 33 Iteration 4Q: 3 clusters Score -46249.61 nChanged 29 Iteration 5Q: 3 clusters Score -46310.76 nChanged 26 Iteration 6Q: 3 clusters Score -46359.32 nChanged 20 Iteration 7Q: 3 clusters Score -46397.64 nChanged 13 Iteration 8Q: 3 clusters Score -46414.85 nChanged 6 Iteration 9Q: 3 clusters Score -46423.73 nChanged 5 Iteration 10Q: 3 clusters Score -46430.21 nChanged 4 Iteration 11Q: 3 clusters Score -46435.8 nChanged 4 Iteration 12Q: 3 clusters Score -46442.76 nChanged 3 Iteration 13Q: 3 clusters Score -46446.85 nChanged 0 Iteration 14F: 3 clusters Score -46446.85 nChanged 0 Trying to split cluster 4 (3945 points) Iteration 0F: 2 clusters Score -282441.4 nChanged 0 Iteration 0F: 3 clusters Score -278495.3 nChanged 1431 Iteration 1F: 3 clusters Score -279438.8 nChanged 299 Iteration 2F: 3 clusters Score -279693.2 nChanged 226 Iteration 3F: 3 clusters Score -279904.5 nChanged 209 Iteration 4F: 3 clusters Score -280109.2 nChanged 191 Iteration 5Q: 3 clusters Score -280320.8 nChanged 195 Iteration 6Q: 3 clusters Score -280558 nChanged 199 Iteration 7F: 3 clusters Score -280792.7 nChanged 192 Iteration 8Q: 3 clusters Score -280993.8 nChanged 159 Iteration 9Q: 3 clusters Score -281150.8 nChanged 140 Iteration 10Q: 3 clusters Score -281264.5 nChanged 83 Iteration 11Q: 3 clusters Score -281322.6 nChanged 66 Iteration 12Q: 3 clusters Score -281365 nChanged 54 Iteration 13Q: 3 clusters Score -281397.7 nChanged 40 Iteration 14Q: 3 clusters Score -281426.7 nChanged 45 Iteration 15Q: 3 clusters Score -281451.3 nChanged 26 Iteration 16Q: 3 clusters Score -281462.3 nChanged 13 Iteration 17Q: 3 clusters Score -281468.9 nChanged 15 Iteration 18Q: 3 clusters Score -281477.1 nChanged 14 Iteration 19Q: 3 clusters Score -281484.6 nChanged 15 Iteration 20F: 3 clusters Score -281493 nChanged 12 Iteration 21Q: 3 clusters Score -281498.5 nChanged 14 Iteration 22Q: 3 clusters Score -281503.8 nChanged 9 Iteration 23Q: 3 clusters Score -281507.4 nChanged 2 Iteration 24Q: 3 clusters Score -281507.3 nChanged 1 Iteration 25Q: 3 clusters Score -281508.5 nChanged 1 Iteration 26Q: 3 clusters Score -281508.6 nChanged 2 Iteration 27Q: 3 clusters Score -281509 nChanged 1 Iteration 28Q: 3 clusters Score -281509.3 nChanged 1 Iteration 29Q: 3 clusters Score -281509.5 nChanged 2 Iteration 30Q: 3 clusters Score -281510.1 nChanged 2 Iteration 31Q: 3 clusters Score -281511.2 nChanged 0 Iteration 32F: 3 clusters Score -281511.2 nChanged 0 Trying to split cluster 5 (1884 points) Iteration 0F: 2 clusters Score -115174.1 nChanged 0 Iteration 0F: 3 clusters Score -112540.2 nChanged 571 Iteration 1F: 3 clusters Score -113029.5 nChanged 160 Iteration 2F: 3 clusters Score -113214.7 nChanged 101 Iteration 3F: 3 clusters Score -113332.6 nChanged 75 Iteration 4Q: 3 clusters Score -113423.2 nChanged 59 Iteration 5Q: 3 clusters Score -113507.8 nChanged 60 Iteration 6Q: 3 clusters Score -113590.2 nChanged 58 Iteration 7Q: 3 clusters Score -113666.3 nChanged 51 Iteration 8Q: 3 clusters Score -113732.3 nChanged 58 Iteration 9Q: 3 clusters Score -113805.9 nChanged 42 Iteration 10Q: 3 clusters Score -113847.9 nChanged 28 Iteration 11Q: 3 clusters Score -113871 nChanged 20 Iteration 12Q: 3 clusters Score -113888.8 nChanged 14 Iteration 13Q: 3 clusters Score -113901 nChanged 10 Iteration 14Q: 3 clusters Score -113916.6 nChanged 14 Iteration 15Q: 3 clusters Score -113930.4 nChanged 13 Iteration 16Q: 3 clusters Score -113941.4 nChanged 11 Iteration 17Q: 3 clusters Score -113951.5 nChanged 12 Iteration 18Q: 3 clusters Score -113960.4 nChanged 8 Iteration 19Q: 3 clusters Score -113967.6 nChanged 8 Iteration 20F: 3 clusters Score -113974.1 nChanged 7 Iteration 21Q: 3 clusters Score -113977.8 nChanged 3 Iteration 22Q: 3 clusters Score -113979.4 nChanged 2 Iteration 23Q: 3 clusters Score -113980.2 nChanged 0 Iteration 24F: 3 clusters Score -113980.2 nChanged 0 Trying to split cluster 6 (1584 points) Iteration 0F: 2 clusters Score -98892.7 nChanged 0 Iteration 0F: 3 clusters Score -96465.48 nChanged 445 Iteration 1F: 3 clusters Score -96867.48 nChanged 121 Iteration 2F: 3 clusters Score -96994.66 nChanged 76 Iteration 3Q: 3 clusters Score -97080.95 nChanged 54 Iteration 4Q: 3 clusters Score -97135.72 nChanged 39 Iteration 5Q: 3 clusters Score -97178.74 nChanged 30 Iteration 6Q: 3 clusters Score -97212.38 nChanged 29 Iteration 7Q: 3 clusters Score -97242.2 nChanged 21 Iteration 8Q: 3 clusters Score -97260.68 nChanged 18 Iteration 9Q: 3 clusters Score -97278.59 nChanged 17 Iteration 10Q: 3 clusters Score -97292.78 nChanged 12 Iteration 11Q: 3 clusters Score -97308.14 nChanged 12 Iteration 12Q: 3 clusters Score -97321.98 nChanged 10 Iteration 13Q: 3 clusters Score -97336.52 nChanged 11 Iteration 14Q: 3 clusters Score -97347.5 nChanged 15 Iteration 15Q: 3 clusters Score -97372.2 nChanged 22 Iteration 16Q: 3 clusters Score -97399.29 nChanged 23 Iteration 17Q: 3 clusters Score -97431.84 nChanged 28 Iteration 18Q: 3 clusters Score -97483.67 nChanged 37 Iteration 19Q: 3 clusters Score -97531.48 nChanged 32 Iteration 20F: 3 clusters Score -97587.38 nChanged 50 Iteration 21Q: 3 clusters Score -97652.89 nChanged 45 Iteration 22Q: 3 clusters Score -97728.65 nChanged 63 Iteration 23Q: 3 clusters Score -97836.48 nChanged 60 Iteration 24Q: 3 clusters Score -97977.75 nChanged 53 Iteration 25Q: 3 clusters Score -98065.41 nChanged 41 Iteration 26Q: 3 clusters Score -98130.03 nChanged 34 Iteration 27Q: 3 clusters Score -98193.4 nChanged 38 Iteration 28Q: 3 clusters Score -98255.85 nChanged 25 Iteration 29Q: 3 clusters Score -98296.08 nChanged 22 Iteration 30Q: 3 clusters Score -98328.34 nChanged 20 Iteration 31Q: 3 clusters Score -98361.55 nChanged 19 Iteration 32Q: 3 clusters Score -98387.89 nChanged 11 Iteration 33Q: 3 clusters Score -98401.09 nChanged 8 Iteration 34Q: 3 clusters Score -98413 nChanged 8 Iteration 35Q: 3 clusters Score -98423.3 nChanged 6 Iteration 36Q: 3 clusters Score -98430.65 nChanged 4 Iteration 37Q: 3 clusters Score -98438.88 nChanged 6 Iteration 38Q: 3 clusters Score -98452.32 nChanged 8 Iteration 39Q: 3 clusters Score -98463.5 nChanged 7 Iteration 40F: 3 clusters Score -98475.66 nChanged 5 Iteration 41Q: 3 clusters Score -98480.01 nChanged 1 Iteration 42Q: 3 clusters Score -98481.19 nChanged 1 Iteration 43Q: 3 clusters Score -98483.18 nChanged 2 Iteration 44Q: 3 clusters Score -98485.11 nChanged 3 Iteration 45Q: 3 clusters Score -98488.8 nChanged 2 Iteration 46Q: 3 clusters Score -98491.11 nChanged 4 Iteration 47Q: 3 clusters Score -98497.43 nChanged 7 Iteration 48Q: 3 clusters Score -98508.73 nChanged 6 Iteration 49Q: 3 clusters Score -98514.09 nChanged 3 Iteration 50Q: 3 clusters Score -98523.83 nChanged 2 Iteration 51Q: 3 clusters Score -98525.41 nChanged 0 Iteration 52F: 3 clusters Score -98525.41 nChanged 0 Iteration 39Q: 5 clusters Score -531855.2 nChanged 4 Iteration 40F: 5 clusters Score -531857.8 nChanged 8 Iteration 41Q: 5 clusters Score -531861.5 nChanged 3 Iteration 42Q: 5 clusters Score -531863.9 nChanged 4 Iteration 43Q: 5 clusters Score -531864.2 nChanged 6 Iteration 44Q: 5 clusters Score -531868.1 nChanged 2 Iteration 45Q: 5 clusters Score -531868.5 nChanged 2 Iteration 46Q: 5 clusters Score -531868.6 nChanged 2 Iteration 47Q: 5 clusters Score -531870.4 nChanged 3 Iteration 48Q: 5 clusters Score -531871.5 nChanged 2 Iteration 49Q: 5 clusters Score -531872.9 nChanged 2 Iteration 50Q: 5 clusters Score -531873.9 nChanged 1 Iteration 51Q: 5 clusters Score -531874 nChanged 1 Iteration 52Q: 5 clusters Score -531875.2 nChanged 0 Iteration 53F: 5 clusters Score -531875.2 nChanged 0 Trying to split cluster 3 (986 points) Iteration 0F: 2 clusters Score -47158.68 nChanged 0 Iteration 0F: 3 clusters Score -45150.32 nChanged 256 Iteration 1F: 3 clusters Score -45527.04 nChanged 92 Iteration 2F: 3 clusters Score -45717.45 nChanged 54 Iteration 3F: 3 clusters Score -45826.95 nChanged 35 Iteration 4Q: 3 clusters Score -45882.95 nChanged 20 Iteration 5Q: 3 clusters Score -45917.11 nChanged 15 Iteration 6Q: 3 clusters Score -45938.3 nChanged 10 Iteration 7Q: 3 clusters Score -45949.2 nChanged 7 Iteration 8Q: 3 clusters Score -45956.84 nChanged 7 Iteration 9Q: 3 clusters Score -45963.69 nChanged 2 Iteration 10Q: 3 clusters Score -45965.87 nChanged 1 Iteration 11Q: 3 clusters Score -45967.48 nChanged 3 Iteration 12Q: 3 clusters Score -45972.48 nChanged 1 Iteration 13Q: 3 clusters Score -45972.82 nChanged 1 Iteration 14Q: 3 clusters Score -45973.08 nChanged 0 Iteration 15F: 3 clusters Score -45973.08 nChanged 0 Trying to split cluster 4 (3936 points) Iteration 0F: 2 clusters Score -281861.3 nChanged 0 Iteration 0F: 3 clusters Score -277902.8 nChanged 1401 Iteration 1F: 3 clusters Score -278767.7 nChanged 322 Iteration 2F: 3 clusters Score -278999.8 nChanged 196 Iteration 3Q: 3 clusters Score -279119.1 nChanged 138 Iteration 4Q: 3 clusters Score -279199.6 nChanged 117 Iteration 5Q: 3 clusters Score -279271.4 nChanged 106 Iteration 6Q: 3 clusters Score -279349.2 nChanged 119 Iteration 7Q: 3 clusters Score -279420.1 nChanged 91 Iteration 8Q: 3 clusters Score -279483.6 nChanged 104 Iteration 9Q: 3 clusters Score -279567 nChanged 112 Iteration 10Q: 3 clusters Score -279651.5 nChanged 102 Iteration 11Q: 3 clusters Score -279752.2 nChanged 130 Iteration 12Q: 3 clusters Score -279890.8 nChanged 147 Iteration 13Q: 3 clusters Score -280034.7 nChanged 143 Iteration 14Q: 3 clusters Score -280177.9 nChanged 136 Iteration 15Q: 3 clusters Score -280342.8 nChanged 133 Iteration 16Q: 3 clusters Score -280505.4 nChanged 124 Iteration 17Q: 3 clusters Score -280608.4 nChanged 98 Iteration 18Q: 3 clusters Score -280676.1 nChanged 75 Iteration 19Q: 3 clusters Score -280728.3 nChanged 51 Iteration 20F: 3 clusters Score -280762.1 nChanged 38 Iteration 21Q: 3 clusters Score -280784.7 nChanged 33 Iteration 22Q: 3 clusters Score -280799.5 nChanged 25 Iteration 23Q: 3 clusters Score -280811.5 nChanged 16 Iteration 24Q: 3 clusters Score -280819.4 nChanged 13 Iteration 25Q: 3 clusters Score -280824.8 nChanged 9 Iteration 26Q: 3 clusters Score -280828.8 nChanged 8 Iteration 27Q: 3 clusters Score -280832.5 nChanged 4 Iteration 28Q: 3 clusters Score -280834.3 nChanged 1 Iteration 29Q: 3 clusters Score -280835.2 nChanged 1 Iteration 30Q: 3 clusters Score -280836.5 nChanged 2 Iteration 31Q: 3 clusters Score -280837 nChanged 3 Iteration 32Q: 3 clusters Score -280837.7 nChanged 2 Iteration 33Q: 3 clusters Score -280839.1 nChanged 3 Iteration 34Q: 3 clusters Score -280840.7 nChanged 2 Iteration 35Q: 3 clusters Score -280842.2 nChanged 5 Iteration 36Q: 3 clusters Score -280843.6 nChanged 3 Iteration 37Q: 3 clusters Score -280845.2 nChanged 1 Iteration 38Q: 3 clusters Score -280845.1 nChanged 0 Iteration 39F: 3 clusters Score -280845.1 nChanged 0 Trying to split cluster 5 (1914 points) Iteration 0F: 2 clusters Score -117012.9 nChanged 0 Iteration 0F: 3 clusters Score -114336.2 nChanged 574 Iteration 1F: 3 clusters Score -114825.9 nChanged 132 Iteration 2F: 3 clusters Score -114957.1 nChanged 83 Iteration 3Q: 3 clusters Score -115035.5 nChanged 59 Iteration 4Q: 3 clusters Score -115087.1 nChanged 53 Iteration 5Q: 3 clusters Score -115145.5 nChanged 49 Iteration 6Q: 3 clusters Score -115193.8 nChanged 42 Iteration 7Q: 3 clusters Score -115243.2 nChanged 38 Iteration 8Q: 3 clusters Score -115282.9 nChanged 29 Iteration 9Q: 3 clusters Score -115310.5 nChanged 21 Iteration 10Q: 3 clusters Score -115327.3 nChanged 21 Iteration 11Q: 3 clusters Score -115352.1 nChanged 30 Iteration 12Q: 3 clusters Score -115377 nChanged 22 Iteration 13Q: 3 clusters Score -115395.5 nChanged 19 Iteration 14Q: 3 clusters Score -115413.6 nChanged 22 Iteration 15Q: 3 clusters Score -115434.2 nChanged 15 Iteration 16Q: 3 clusters Score -115452.7 nChanged 14 Iteration 17Q: 3 clusters Score -115466.2 nChanged 13 Iteration 18Q: 3 clusters Score -115478.2 nChanged 12 Iteration 19Q: 3 clusters Score -115487.2 nChanged 12 Iteration 20F: 3 clusters Score -115498.2 nChanged 15 Iteration 21Q: 3 clusters Score -115510.7 nChanged 11 Iteration 22Q: 3 clusters Score -115521.8 nChanged 14 Iteration 23Q: 3 clusters Score -115533.6 nChanged 12 Iteration 24Q: 3 clusters Score -115547.1 nChanged 15 Iteration 25Q: 3 clusters Score -115564.1 nChanged 20 Iteration 26Q: 3 clusters Score -115583.2 nChanged 20 Iteration 27Q: 3 clusters Score -115605.4 nChanged 15 Iteration 28Q: 3 clusters Score -115617.8 nChanged 14 Iteration 29Q: 3 clusters Score -115632.4 nChanged 20 Iteration 30Q: 3 clusters Score -115657.5 nChanged 19 Iteration 31Q: 3 clusters Score -115677.5 nChanged 22 Iteration 32Q: 3 clusters Score -115704.7 nChanged 26 Iteration 33Q: 3 clusters Score -115734.1 nChanged 21 Iteration 34Q: 3 clusters Score -115751.8 nChanged 15 Iteration 35Q: 3 clusters Score -115766.9 nChanged 11 Iteration 36Q: 3 clusters Score -115779.3 nChanged 15 Iteration 37Q: 3 clusters Score -115793.2 nChanged 16 Iteration 38Q: 3 clusters Score -115811.2 nChanged 16 Iteration 39Q: 3 clusters Score -115825.8 nChanged 13 Iteration 40F: 3 clusters Score -115840.2 nChanged 5 Iteration 41Q: 3 clusters Score -115845.6 nChanged 4 Iteration 42Q: 3 clusters Score -115850.6 nChanged 8 Iteration 43Q: 3 clusters Score -115861.2 nChanged 12 Iteration 44Q: 3 clusters Score -115873.9 nChanged 9 Iteration 45Q: 3 clusters Score -115883.5 nChanged 8 Iteration 46Q: 3 clusters Score -115889 nChanged 2 Iteration 47Q: 3 clusters Score -115891 nChanged 2 Iteration 48Q: 3 clusters Score -115893 nChanged 2 Iteration 49Q: 3 clusters Score -115893.7 nChanged 0 Iteration 50F: 3 clusters Score -115893.7 nChanged 0 Trying to split cluster 6 (1570 points) Iteration 0F: 2 clusters Score -98017.18 nChanged 0 Iteration 0F: 3 clusters Score -95585.45 nChanged 470 Iteration 1F: 3 clusters Score -96076.19 nChanged 149 Iteration 2F: 3 clusters Score -96295.5 nChanged 101 Iteration 3F: 3 clusters Score -96487.24 nChanged 65 Iteration 4Q: 3 clusters Score -96622.2 nChanged 64 Iteration 5Q: 3 clusters Score -96756.88 nChanged 62 Iteration 6Q: 3 clusters Score -96878.95 nChanged 72 Iteration 7Q: 3 clusters Score -97010.68 nChanged 54 Iteration 8Q: 3 clusters Score -97145 nChanged 45 Iteration 9Q: 3 clusters Score -97242.99 nChanged 41 Iteration 10Q: 3 clusters Score -97334.29 nChanged 33 Iteration 11Q: 3 clusters Score -97385.42 nChanged 22 Iteration 12Q: 3 clusters Score -97419.02 nChanged 12 Iteration 13Q: 3 clusters Score -97447.79 nChanged 18 Iteration 14Q: 3 clusters Score -97474.64 nChanged 12 Iteration 15Q: 3 clusters Score -97495.06 nChanged 13 Iteration 16Q: 3 clusters Score -97521.16 nChanged 12 Iteration 17Q: 3 clusters Score -97542.85 nChanged 12 Iteration 18Q: 3 clusters Score -97561.81 nChanged 13 Iteration 19Q: 3 clusters Score -97575.59 nChanged 8 Iteration 20F: 3 clusters Score -97584.1 nChanged 3 Iteration 21Q: 3 clusters Score -97587.69 nChanged 6 Iteration 22Q: 3 clusters Score -97596.62 nChanged 8 Iteration 23Q: 3 clusters Score -97609.45 nChanged 6 Iteration 24Q: 3 clusters Score -97618.41 nChanged 8 Iteration 25Q: 3 clusters Score -97633.09 nChanged 4 Iteration 26Q: 3 clusters Score -97643.19 nChanged 6 Iteration 27Q: 3 clusters Score -97662.93 nChanged 4 Iteration 28Q: 3 clusters Score -97670.61 nChanged 3 Iteration 29Q: 3 clusters Score -97674.91 nChanged 2 Iteration 30Q: 3 clusters Score -97679.62 nChanged 2 Iteration 31Q: 3 clusters Score -97682.55 nChanged 7 Iteration 32Q: 3 clusters Score -97693.66 nChanged 3 Iteration 33Q: 3 clusters Score -97697.05 nChanged 3 Iteration 34Q: 3 clusters Score -97701.3 nChanged 0 Iteration 35F: 3 clusters Score -97701.3 nChanged 0 7->5 Clusters: Score -531875.187500, best is -531865.875000 THE BEST YET! Starting from 8 clusters... --- Clustering full data set of 8407 points --- Deleting Class 3. Lose 451.987762 but Gain 2385.719727 Iteration 0F: 7 clusters Score -496225.1 nChanged 6388 Deleting Class 4. Lose 1590.631836 but Gain 2385.720703 Iteration 1F: 6 clusters Score -517263.8 nChanged 3035 Iteration 2F: 6 clusters Score -524659.4 nChanged 1185 Iteration 3F: 6 clusters Score -526185.7 nChanged 624 Iteration 4F: 6 clusters Score -526863.5 nChanged 400 Iteration 5Q: 6 clusters Score -527289.9 nChanged 318 Iteration 6Q: 6 clusters Score -527577 nChanged 212 Iteration 7Q: 6 clusters Score -527766.1 nChanged 175 Iteration 8Q: 6 clusters Score -527927 nChanged 139 Iteration 9Q: 6 clusters Score -528048.6 nChanged 145 Iteration 10Q: 6 clusters Score -528174.1 nChanged 134 Iteration 11Q: 6 clusters Score -528295 nChanged 134 Iteration 12Q: 6 clusters Score -528419.8 nChanged 139 Iteration 13Q: 6 clusters Score -528539.6 nChanged 125 Iteration 14Q: 6 clusters Score -528647.2 nChanged 117 Iteration 15Q: 6 clusters Score -528749.8 nChanged 100 Iteration 16Q: 6 clusters Score -528833.8 nChanged 83 Iteration 17Q: 6 clusters Score -528901.4 nChanged 75 Iteration 18Q: 6 clusters Score -528958.3 nChanged 76 Iteration 19Q: 6 clusters Score -529018.8 nChanged 54 Iteration 20F: 6 clusters Score -529068.4 nChanged 58 Iteration 21Q: 6 clusters Score -529107.5 nChanged 54 Iteration 22Q: 6 clusters Score -529145.9 nChanged 47 Iteration 23Q: 6 clusters Score -529175.4 nChanged 41 Iteration 24Q: 6 clusters Score -529198.6 nChanged 26 Iteration 25Q: 6 clusters Score -529216 nChanged 27 Iteration 26Q: 6 clusters Score -529231.8 nChanged 23 Iteration 27Q: 6 clusters Score -529246 nChanged 26 Iteration 28Q: 6 clusters Score -529259.4 nChanged 19 Iteration 29Q: 6 clusters Score -529270.1 nChanged 16 Iteration 30Q: 6 clusters Score -529280 nChanged 13 Iteration 31Q: 6 clusters Score -529287 nChanged 19 Iteration 32Q: 6 clusters Score -529298.3 nChanged 13 Iteration 33Q: 6 clusters Score -529303.1 nChanged 11 Iteration 34Q: 6 clusters Score -529312.2 nChanged 15 Iteration 35Q: 6 clusters Score -529322.1 nChanged 25 Iteration 36Q: 6 clusters Score -529337.1 nChanged 23 Iteration 37Q: 6 clusters Score -529355.8 nChanged 21 Iteration 38Q: 6 clusters Score -529367.8 nChanged 21 Trying to split cluster 1 (4189 points) Iteration 0F: 2 clusters Score -296081.4 nChanged 0 Iteration 0F: 3 clusters Score -291938.8 nChanged 1572 Iteration 1F: 3 clusters Score -292942.6 nChanged 362 Iteration 2F: 3 clusters Score -293223.6 nChanged 292 Iteration 3F: 3 clusters Score -293459.6 nChanged 214 Iteration 4F: 3 clusters Score -293644.8 nChanged 198 Iteration 5Q: 3 clusters Score -293827.7 nChanged 191 Iteration 6Q: 3 clusters Score -294021.4 nChanged 183 Iteration 7Q: 3 clusters Score -294204.9 nChanged 153 Iteration 8Q: 3 clusters Score -294344.9 nChanged 142 Iteration 9Q: 3 clusters Score -294470.2 nChanged 128 Iteration 10Q: 3 clusters Score -294571.8 nChanged 103 Iteration 11Q: 3 clusters Score -294652.3 nChanged 83 Iteration 12Q: 3 clusters Score -294711 nChanged 62 Iteration 13Q: 3 clusters Score -294741.9 nChanged 46 Iteration 14Q: 3 clusters Score -294766.8 nChanged 41 Iteration 15Q: 3 clusters Score -294788.6 nChanged 32 Iteration 16Q: 3 clusters Score -294809.9 nChanged 41 Iteration 17Q: 3 clusters Score -294829.4 nChanged 26 Iteration 18Q: 3 clusters Score -294841.1 nChanged 33 Iteration 19Q: 3 clusters Score -294858.2 nChanged 36 Iteration 20F: 3 clusters Score -294880.8 nChanged 40 Iteration 21Q: 3 clusters Score -294905.4 nChanged 26 Iteration 22Q: 3 clusters Score -294919.8 nChanged 17 Iteration 23Q: 3 clusters Score -294927.4 nChanged 13 Iteration 24Q: 3 clusters Score -294934.7 nChanged 9 Iteration 25Q: 3 clusters Score -294940.3 nChanged 9 Iteration 26Q: 3 clusters Score -294942.9 nChanged 6 Iteration 27Q: 3 clusters Score -294945.2 nChanged 8 Iteration 28Q: 3 clusters Score -294948.1 nChanged 5 Iteration 29Q: 3 clusters Score -294949.8 nChanged 4 Iteration 30Q: 3 clusters Score -294951.4 nChanged 7 Iteration 31Q: 3 clusters Score -294953.9 nChanged 7 Iteration 32Q: 3 clusters Score -294956.7 nChanged 8 Iteration 33Q: 3 clusters Score -294959.7 nChanged 6 Iteration 34Q: 3 clusters Score -294961.8 nChanged 4 Iteration 35Q: 3 clusters Score -294962.6 nChanged 6 Iteration 36Q: 3 clusters Score -294965.3 nChanged 4 Iteration 37Q: 3 clusters Score -294966.6 nChanged 3 Iteration 38Q: 3 clusters Score -294968.2 nChanged 3 Iteration 39Q: 3 clusters Score -294969.1 nChanged 5 Iteration 40F: 3 clusters Score -294971.2 nChanged 5 Iteration 41Q: 3 clusters Score -294973.1 nChanged 3 Iteration 42Q: 3 clusters Score -294974.1 nChanged 4 Iteration 43Q: 3 clusters Score -294974.7 nChanged 2 Iteration 44Q: 3 clusters Score -294975.4 nChanged 1 Iteration 45Q: 3 clusters Score -294975.8 nChanged 1 Iteration 46Q: 3 clusters Score -294976 nChanged 2 Iteration 47Q: 3 clusters Score -294976.5 nChanged 3 Iteration 48Q: 3 clusters Score -294977.9 nChanged 2 Iteration 49Q: 3 clusters Score -294979.2 nChanged 4 Iteration 50Q: 3 clusters Score -294981.1 nChanged 6 Iteration 51Q: 3 clusters Score -294983.2 nChanged 6 Iteration 52Q: 3 clusters Score -294985.5 nChanged 2 Iteration 53Q: 3 clusters Score -294986.2 nChanged 0 Iteration 54F: 3 clusters Score -294986.2 nChanged 0 Trying to split cluster 2 (1062 points) Iteration 0F: 2 clusters Score -63693.18 nChanged 0 Iteration 0F: 3 clusters Score -61627.06 nChanged 268 Iteration 1F: 3 clusters Score -61965.55 nChanged 71 Iteration 2F: 3 clusters Score -62059.07 nChanged 29 Iteration 3Q: 3 clusters Score -62100.43 nChanged 17 Iteration 4Q: 3 clusters Score -62119.12 nChanged 7 Iteration 5Q: 3 clusters Score -62127.12 nChanged 5 Iteration 6Q: 3 clusters Score -62135.18 nChanged 3 Iteration 7Q: 3 clusters Score -62139.21 nChanged 3 Iteration 8Q: 3 clusters Score -62144.6 nChanged 3 Iteration 9Q: 3 clusters Score -62148.08 nChanged 3 Iteration 10Q: 3 clusters Score -62151.01 nChanged 7 Iteration 11Q: 3 clusters Score -62157.64 nChanged 3 Iteration 12Q: 3 clusters Score -62161.07 nChanged 1 Iteration 13Q: 3 clusters Score -62162.79 nChanged 2 Iteration 14Q: 3 clusters Score -62167.23 nChanged 2 Iteration 15Q: 3 clusters Score -62170.05 nChanged 1 Iteration 16Q: 3 clusters Score -62171.5 nChanged 3 Iteration 17Q: 3 clusters Score -62174.74 nChanged 1 Iteration 18Q: 3 clusters Score -62175.46 nChanged 0 Iteration 19F: 3 clusters Score -62175.46 nChanged 0 Trying to split cluster 5 (1401 points) Iteration 0F: 2 clusters Score -91850.11 nChanged 0 Iteration 0F: 3 clusters Score -89540 nChanged 427 Iteration 1F: 3 clusters Score -89998.2 nChanged 123 Iteration 2F: 3 clusters Score -90168.63 nChanged 64 Iteration 3Q: 3 clusters Score -90273.34 nChanged 54 Iteration 4Q: 3 clusters Score -90354.3 nChanged 43 Iteration 5Q: 3 clusters Score -90432.52 nChanged 48 Iteration 6Q: 3 clusters Score -90525.87 nChanged 60 Iteration 7Q: 3 clusters Score -90647.48 nChanged 54 Iteration 8Q: 3 clusters Score -90754.04 nChanged 44 Iteration 9Q: 3 clusters Score -90821.29 nChanged 28 Iteration 10Q: 3 clusters Score -90866.35 nChanged 25 Iteration 11Q: 3 clusters Score -90907.45 nChanged 20 Iteration 12Q: 3 clusters Score -90944.32 nChanged 19 Iteration 13Q: 3 clusters Score -90969.62 nChanged 15 Iteration 14Q: 3 clusters Score -90991.13 nChanged 11 Iteration 15Q: 3 clusters Score -91003.26 nChanged 9 Iteration 16Q: 3 clusters Score -91015.27 nChanged 6 Iteration 17Q: 3 clusters Score -91021.3 nChanged 5 Iteration 18Q: 3 clusters Score -91028.58 nChanged 4 Iteration 19Q: 3 clusters Score -91032.8 nChanged 1 Iteration 20F: 3 clusters Score -91033.21 nChanged 1 Iteration 21Q: 3 clusters Score -91034.16 nChanged 0 Iteration 22F: 3 clusters Score -91034.16 nChanged 0 Trying to split cluster 6 (1015 points) Iteration 0F: 2 clusters Score -54934.66 nChanged 0 Iteration 0F: 3 clusters Score -52961.01 nChanged 262 Iteration 1F: 3 clusters Score -53309.65 nChanged 63 Iteration 2F: 3 clusters Score -53422.55 nChanged 49 Iteration 3Q: 3 clusters Score -53523.07 nChanged 47 Iteration 4Q: 3 clusters Score -53625.71 nChanged 46 Iteration 5Q: 3 clusters Score -53703.22 nChanged 32 Iteration 6Q: 3 clusters Score -53757.3 nChanged 27 Iteration 7Q: 3 clusters Score -53793.95 nChanged 15 Iteration 8Q: 3 clusters Score -53830.13 nChanged 16 Iteration 9Q: 3 clusters Score -53861.54 nChanged 10 Iteration 10Q: 3 clusters Score -53884.46 nChanged 8 Iteration 11Q: 3 clusters Score -53917.56 nChanged 12 Iteration 12Q: 3 clusters Score -53935.71 nChanged 8 Iteration 13Q: 3 clusters Score -53962.25 nChanged 8 Iteration 14Q: 3 clusters Score -53982.33 nChanged 11 Iteration 15Q: 3 clusters Score -53999.77 nChanged 7 Iteration 16Q: 3 clusters Score -54007.39 nChanged 4 Iteration 17Q: 3 clusters Score -54014.18 nChanged 2 Iteration 18Q: 3 clusters Score -54015.73 nChanged 0 Iteration 19F: 3 clusters Score -54015.73 nChanged 0 Trying to split cluster 7 (739 points) Iteration 0F: 2 clusters Score -36800.76 nChanged 0 Iteration 0F: 3 clusters Score -35062.01 nChanged 181 Iteration 1F: 3 clusters Score -35378.68 nChanged 51 Iteration 2F: 3 clusters Score -35483.98 nChanged 22 Iteration 3Q: 3 clusters Score -35532.28 nChanged 13 Iteration 4Q: 3 clusters Score -35555.9 nChanged 11 Iteration 5Q: 3 clusters Score -35580.86 nChanged 6 Iteration 6Q: 3 clusters Score -35587.76 nChanged 2 Iteration 7Q: 3 clusters Score -35593.47 nChanged 3 Iteration 8Q: 3 clusters Score -35598.7 nChanged 3 Iteration 9Q: 3 clusters Score -35605.06 nChanged 5 Iteration 10Q: 3 clusters Score -35614.24 nChanged 2 Iteration 11Q: 3 clusters Score -35616.5 nChanged 1 Iteration 12Q: 3 clusters Score -35618.02 nChanged 1 Iteration 13Q: 3 clusters Score -35619 nChanged 1 Iteration 14Q: 3 clusters Score -35619.33 nChanged 0 Iteration 15F: 3 clusters Score -35619.33 nChanged 0 Iteration 39Q: 6 clusters Score -529381.3 nChanged 24 Iteration 40F: 6 clusters Score -529397.6 nChanged 29 Iteration 41Q: 6 clusters Score -529416.1 nChanged 37 Iteration 42Q: 6 clusters Score -529442.2 nChanged 37 Iteration 43Q: 6 clusters Score -529467.3 nChanged 36 Iteration 44Q: 6 clusters Score -529496 nChanged 31 Iteration 45Q: 6 clusters Score -529517.9 nChanged 35 Iteration 46Q: 6 clusters Score -529537.6 nChanged 31 Iteration 47Q: 6 clusters Score -529564.5 nChanged 35 Iteration 48Q: 6 clusters Score -529591.9 nChanged 33 Iteration 49Q: 6 clusters Score -529614.1 nChanged 21 Iteration 50Q: 6 clusters Score -529622 nChanged 24 Iteration 51Q: 6 clusters Score -529637.8 nChanged 32 Iteration 52Q: 6 clusters Score -529652.2 nChanged 21 Iteration 53Q: 6 clusters Score -529664.8 nChanged 23 Iteration 54Q: 6 clusters Score -529678.6 nChanged 20 Iteration 55Q: 6 clusters Score -529689.4 nChanged 19 Iteration 56Q: 6 clusters Score -529700.3 nChanged 28 Iteration 57Q: 6 clusters Score -529714.8 nChanged 28 Iteration 58Q: 6 clusters Score -529727 nChanged 25 Iteration 59Q: 6 clusters Score -529744.9 nChanged 31 Iteration 60F: 6 clusters Score -529767.9 nChanged 35 Iteration 61Q: 6 clusters Score -529794.3 nChanged 37 Iteration 62Q: 6 clusters Score -529819.2 nChanged 33 Iteration 63Q: 6 clusters Score -529842.8 nChanged 38 Iteration 64Q: 6 clusters Score -529866.2 nChanged 35 Iteration 65Q: 6 clusters Score -529886.4 nChanged 40 Iteration 66Q: 6 clusters Score -529916.6 nChanged 40 Iteration 67Q: 6 clusters Score -529958.8 nChanged 41 Iteration 68Q: 6 clusters Score -530012.9 nChanged 42 Iteration 69Q: 6 clusters Score -530056.2 nChanged 44 Iteration 70Q: 6 clusters Score -530130.8 nChanged 68 Iteration 71Q: 6 clusters Score -530227.1 nChanged 81 Iteration 72Q: 6 clusters Score -530318.8 nChanged 76 Iteration 73Q: 6 clusters Score -530394.2 nChanged 76 Iteration 74Q: 6 clusters Score -530462.4 nChanged 72 Iteration 75Q: 6 clusters Score -530529.4 nChanged 70 Iteration 76Q: 6 clusters Score -530604.9 nChanged 81 Iteration 77Q: 6 clusters Score -530667.2 nChanged 62 Iteration 78Q: 6 clusters Score -530714.8 nChanged 56 Trying to split cluster 1 (4068 points) Iteration 0F: 2 clusters Score -289512.9 nChanged 0 Iteration 0F: 3 clusters Score -285506.8 nChanged 1505 Iteration 1F: 3 clusters Score -286468.3 nChanged 324 Iteration 2F: 3 clusters Score -286718.2 nChanged 237 Iteration 3F: 3 clusters Score -286903.7 nChanged 213 Iteration 4F: 3 clusters Score -287084.1 nChanged 185 Iteration 5Q: 3 clusters Score -287224.5 nChanged 159 Iteration 6Q: 3 clusters Score -287364.8 nChanged 148 Iteration 7Q: 3 clusters Score -287503.5 nChanged 148 Iteration 8Q: 3 clusters Score -287624.9 nChanged 128 Iteration 9Q: 3 clusters Score -287714.4 nChanged 99 Iteration 10Q: 3 clusters Score -287781.9 nChanged 84 Iteration 11Q: 3 clusters Score -287841.5 nChanged 82 Iteration 12Q: 3 clusters Score -287889.1 nChanged 50 Iteration 13Q: 3 clusters Score -287917.2 nChanged 36 Iteration 14Q: 3 clusters Score -287933.5 nChanged 25 Iteration 15Q: 3 clusters Score -287945.8 nChanged 23 Iteration 16Q: 3 clusters Score -287957.3 nChanged 27 Iteration 17Q: 3 clusters Score -287968.3 nChanged 21 Iteration 18Q: 3 clusters Score -287976.2 nChanged 13 Iteration 19Q: 3 clusters Score -287979.1 nChanged 5 Iteration 20F: 3 clusters Score -287980.2 nChanged 2 Iteration 21Q: 3 clusters Score -287981.1 nChanged 1 Iteration 22Q: 3 clusters Score -287981.8 nChanged 2 Iteration 23Q: 3 clusters Score -287982.7 nChanged 2 Iteration 24Q: 3 clusters Score -287983.6 nChanged 2 Iteration 25Q: 3 clusters Score -287983.9 nChanged 1 Iteration 26Q: 3 clusters Score -287984.9 nChanged 0 Iteration 27F: 3 clusters Score -287984.9 nChanged 0 Trying to split cluster 2 (1185 points) Iteration 0F: 2 clusters Score -73120.24 nChanged 0 Iteration 0F: 3 clusters Score -70982.23 nChanged 326 Iteration 1F: 3 clusters Score -71335.82 nChanged 80 Iteration 2F: 3 clusters Score -71444.45 nChanged 47 Iteration 3Q: 3 clusters Score -71511.86 nChanged 27 Iteration 4Q: 3 clusters Score -71557.6 nChanged 20 Iteration 5Q: 3 clusters Score -71589.07 nChanged 20 Iteration 6Q: 3 clusters Score -71619.77 nChanged 14 Iteration 7Q: 3 clusters Score -71637.75 nChanged 10 Iteration 8Q: 3 clusters Score -71650.86 nChanged 10 Iteration 9Q: 3 clusters Score -71662.75 nChanged 6 Iteration 10Q: 3 clusters Score -71669.11 nChanged 2 Iteration 11Q: 3 clusters Score -71671.27 nChanged 0 Iteration 12F: 3 clusters Score -71671.27 nChanged 0 Trying to split cluster 5 (1134 points) Iteration 0F: 2 clusters Score -73198.62 nChanged 0 Iteration 0F: 3 clusters Score -71071.7 nChanged 286 Iteration 1F: 3 clusters Score -71361.02 nChanged 82 Iteration 2F: 3 clusters Score -71462.28 nChanged 36 Iteration 3Q: 3 clusters Score -71507.93 nChanged 27 Iteration 4Q: 3 clusters Score -71541.43 nChanged 21 Iteration 5Q: 3 clusters Score -71572.32 nChanged 17 Iteration 6Q: 3 clusters Score -71593.16 nChanged 12 Iteration 7Q: 3 clusters Score -71610.34 nChanged 14 Iteration 8Q: 3 clusters Score -71633.22 nChanged 14 Iteration 9Q: 3 clusters Score -71657.43 nChanged 11 Iteration 10Q: 3 clusters Score -71673.3 nChanged 14 Iteration 11Q: 3 clusters Score -71704.49 nChanged 23 Iteration 12Q: 3 clusters Score -71737.16 nChanged 23 Iteration 13Q: 3 clusters Score -71778.59 nChanged 17 Iteration 14Q: 3 clusters Score -71809.12 nChanged 14 Iteration 15Q: 3 clusters Score -71833.54 nChanged 11 Iteration 16Q: 3 clusters Score -71848.02 nChanged 7 Iteration 17Q: 3 clusters Score -71862.17 nChanged 8 Iteration 18Q: 3 clusters Score -71877.54 nChanged 7 Iteration 19Q: 3 clusters Score -71888.87 nChanged 7 Iteration 20F: 3 clusters Score -71900.28 nChanged 9 Iteration 21Q: 3 clusters Score -71919.91 nChanged 5 Iteration 22Q: 3 clusters Score -71929.3 nChanged 4 Iteration 23Q: 3 clusters Score -71939.8 nChanged 11 Iteration 24Q: 3 clusters Score -71967.23 nChanged 17 Iteration 25Q: 3 clusters Score -72001.48 nChanged 22 Iteration 26Q: 3 clusters Score -72038.2 nChanged 15 Iteration 27Q: 3 clusters Score -72056.95 nChanged 9 Iteration 28Q: 3 clusters Score -72065.26 nChanged 6 Iteration 29Q: 3 clusters Score -72073.19 nChanged 11 Iteration 30Q: 3 clusters Score -72083.77 nChanged 9 Iteration 31Q: 3 clusters Score -72100.59 nChanged 10 Iteration 32Q: 3 clusters Score -72117.04 nChanged 14 Iteration 33Q: 3 clusters Score -72137.93 nChanged 15 Iteration 34Q: 3 clusters Score -72162.11 nChanged 17 Iteration 35Q: 3 clusters Score -72181.43 nChanged 15 Iteration 36Q: 3 clusters Score -72199.8 nChanged 10 Iteration 37Q: 3 clusters Score -72222.16 nChanged 11 Iteration 38Q: 3 clusters Score -72252.92 nChanged 10 Iteration 39Q: 3 clusters Score -72266.12 nChanged 6 Iteration 40F: 3 clusters Score -72270.32 nChanged 2 Iteration 41Q: 3 clusters Score -72273.05 nChanged 1 Iteration 42Q: 3 clusters Score -72274.8 nChanged 0 Iteration 43F: 3 clusters Score -72274.8 nChanged 0 Trying to split cluster 6 (1473 points) Iteration 0F: 2 clusters Score -84421.77 nChanged 0 Iteration 0F: 3 clusters Score -82153.8 nChanged 437 Iteration 1F: 3 clusters Score -82634.62 nChanged 100 Iteration 2F: 3 clusters Score -82764.55 nChanged 69 Iteration 3Q: 3 clusters Score -82847.54 nChanged 44 Iteration 4Q: 3 clusters Score -82893.41 nChanged 28 Iteration 5Q: 3 clusters Score -82922.81 nChanged 14 Iteration 6Q: 3 clusters Score -82944.62 nChanged 18 Iteration 7Q: 3 clusters Score -82958.91 nChanged 15 Iteration 8Q: 3 clusters Score -82980.04 nChanged 20 Iteration 9Q: 3 clusters Score -83010.9 nChanged 25 Iteration 10Q: 3 clusters Score -83042.91 nChanged 29 Iteration 11Q: 3 clusters Score -83089.28 nChanged 20 Iteration 12Q: 3 clusters Score -83106.17 nChanged 12 Iteration 13Q: 3 clusters Score -83118.2 nChanged 10 Iteration 14Q: 3 clusters Score -83134.05 nChanged 13 Iteration 15Q: 3 clusters Score -83148.79 nChanged 22 Iteration 16Q: 3 clusters Score -83175.55 nChanged 12 Iteration 17Q: 3 clusters Score -83189.84 nChanged 10 Iteration 18Q: 3 clusters Score -83199.03 nChanged 10 Iteration 19Q: 3 clusters Score -83207.97 nChanged 11 Iteration 20F: 3 clusters Score -83220.44 nChanged 9 Iteration 21Q: 3 clusters Score -83231.84 nChanged 4 Iteration 22Q: 3 clusters Score -83236.27 nChanged 4 Iteration 23Q: 3 clusters Score -83239.77 nChanged 3 Iteration 24Q: 3 clusters Score -83242.84 nChanged 6 Iteration 25Q: 3 clusters Score -83247.59 nChanged 2 Iteration 26Q: 3 clusters Score -83248.34 nChanged 1 Iteration 27Q: 3 clusters Score -83248.69 nChanged 0 Iteration 28F: 3 clusters Score -83248.69 nChanged 0 Trying to split cluster 7 (544 points) Iteration 0F: 2 clusters Score -24545.37 nChanged 0 Iteration 0F: 3 clusters Score -22931.77 nChanged 115 Iteration 1F: 3 clusters Score -23233.9 nChanged 37 Iteration 2F: 3 clusters Score -23331.56 nChanged 20 Iteration 3Q: 3 clusters Score -23380.42 nChanged 8 Iteration 4Q: 3 clusters Score -23410.62 nChanged 7 Iteration 5Q: 3 clusters Score -23430.76 nChanged 4 Iteration 6Q: 3 clusters Score -23438.46 nChanged 3 Iteration 7Q: 3 clusters Score -23443.08 nChanged 1 Iteration 8Q: 3 clusters Score -23443.79 nChanged 0 Iteration 9F: 3 clusters Score -23443.79 nChanged 0 Iteration 79Q: 6 clusters Score -530762.7 nChanged 59 Iteration 80F: 6 clusters Score -530822.1 nChanged 57 Iteration 81Q: 6 clusters Score -530906.7 nChanged 81 Iteration 82Q: 6 clusters Score -531001.1 nChanged 81 Iteration 83Q: 6 clusters Score -531086.9 nChanged 70 Iteration 84Q: 6 clusters Score -531153.1 nChanged 58 Iteration 85Q: 6 clusters Score -531214.9 nChanged 42 Iteration 86Q: 6 clusters Score -531255.1 nChanged 44 Iteration 87Q: 6 clusters Score -531297.4 nChanged 48 Iteration 88Q: 6 clusters Score -531333.9 nChanged 46 Iteration 89Q: 6 clusters Score -531359.4 nChanged 44 Iteration 90Q: 6 clusters Score -531389.6 nChanged 27 Iteration 91Q: 6 clusters Score -531401.2 nChanged 24 Iteration 92Q: 6 clusters Score -531412.3 nChanged 20 Iteration 93Q: 6 clusters Score -531423.2 nChanged 17 Iteration 94Q: 6 clusters Score -531429.1 nChanged 14 Iteration 95Q: 6 clusters Score -531435.7 nChanged 16 Iteration 96Q: 6 clusters Score -531442.3 nChanged 13 Iteration 97Q: 6 clusters Score -531447.1 nChanged 14 Iteration 98Q: 6 clusters Score -531457 nChanged 15 Iteration 99Q: 6 clusters Score -531466.9 nChanged 11 Iteration 100F: 6 clusters Score -531471.8 nChanged 12 Iteration 101Q: 6 clusters Score -531475.2 nChanged 9 Iteration 102Q: 6 clusters Score -531477.4 nChanged 5 Iteration 103Q: 6 clusters Score -531479.6 nChanged 3 Iteration 104Q: 6 clusters Score -531480.1 nChanged 1 Iteration 105Q: 6 clusters Score -531480.4 nChanged 3 Iteration 106Q: 6 clusters Score -531483.1 nChanged 3 Iteration 107Q: 6 clusters Score -531483.1 nChanged 4 Iteration 108Q: 6 clusters Score -531483.9 nChanged 3 Iteration 109Q: 6 clusters Score -531484.9 nChanged 4 Iteration 110Q: 6 clusters Score -531486.9 nChanged 1 Iteration 111Q: 6 clusters Score -531488 nChanged 0 Iteration 112F: 6 clusters Score -531488 nChanged 0 Trying to split cluster 1 (3782 points) Iteration 0F: 2 clusters Score -271520.1 nChanged 0 Iteration 0F: 3 clusters Score -267638.4 nChanged 1352 Iteration 1F: 3 clusters Score -268539 nChanged 292 Iteration 2F: 3 clusters Score -268743 nChanged 182 Iteration 3Q: 3 clusters Score -268870.8 nChanged 150 Iteration 4Q: 3 clusters Score -268977.2 nChanged 142 Iteration 5Q: 3 clusters Score -269071.9 nChanged 112 Iteration 6Q: 3 clusters Score -269137.8 nChanged 79 Iteration 7Q: 3 clusters Score -269182.4 nChanged 57 Iteration 8Q: 3 clusters Score -269212.4 nChanged 50 Iteration 9Q: 3 clusters Score -269238 nChanged 48 Iteration 10Q: 3 clusters Score -269265.4 nChanged 35 Iteration 11Q: 3 clusters Score -269282.3 nChanged 39 Iteration 12Q: 3 clusters Score -269304.5 nChanged 32 Iteration 13Q: 3 clusters Score -269323.4 nChanged 32 Iteration 14Q: 3 clusters Score -269338.1 nChanged 24 Iteration 15Q: 3 clusters Score -269350.2 nChanged 29 Iteration 16Q: 3 clusters Score -269363.6 nChanged 31 Iteration 17Q: 3 clusters Score -269378.5 nChanged 19 Iteration 18Q: 3 clusters Score -269385.7 nChanged 12 Iteration 19Q: 3 clusters Score -269390.4 nChanged 14 Iteration 20F: 3 clusters Score -269395.8 nChanged 8 Iteration 21Q: 3 clusters Score -269398.2 nChanged 9 Iteration 22Q: 3 clusters Score -269402.3 nChanged 9 Iteration 23Q: 3 clusters Score -269404.5 nChanged 4 Iteration 24Q: 3 clusters Score -269405.5 nChanged 1 Iteration 25Q: 3 clusters Score -269405.3 nChanged 0 Iteration 26F: 3 clusters Score -269405.3 nChanged 0 Trying to split cluster 2 (1274 points) Iteration 0F: 2 clusters Score -79805.84 nChanged 0 Iteration 0F: 3 clusters Score -77550.73 nChanged 365 Iteration 1F: 3 clusters Score -77910.12 nChanged 82 Iteration 2F: 3 clusters Score -78012.77 nChanged 50 Iteration 3Q: 3 clusters Score -78073.27 nChanged 31 Iteration 4Q: 3 clusters Score -78108.08 nChanged 22 Iteration 5Q: 3 clusters Score -78136.25 nChanged 18 Iteration 6Q: 3 clusters Score -78153.74 nChanged 10 Iteration 7Q: 3 clusters Score -78163.11 nChanged 9 Iteration 8Q: 3 clusters Score -78173.67 nChanged 6 Iteration 9Q: 3 clusters Score -78179.96 nChanged 8 Iteration 10Q: 3 clusters Score -78188.75 nChanged 12 Iteration 11Q: 3 clusters Score -78200.79 nChanged 9 Iteration 12Q: 3 clusters Score -78212.48 nChanged 5 Iteration 13Q: 3 clusters Score -78217.26 nChanged 5 Iteration 14Q: 3 clusters Score -78222.16 nChanged 4 Iteration 15Q: 3 clusters Score -78228.95 nChanged 4 Iteration 16Q: 3 clusters Score -78232.92 nChanged 4 Iteration 17Q: 3 clusters Score -78237.54 nChanged 5 Iteration 18Q: 3 clusters Score -78240.79 nChanged 0 Iteration 19F: 3 clusters Score -78240.79 nChanged 0 Trying to split cluster 5 (1108 points) Iteration 0F: 2 clusters Score -70451.95 nChanged 0 Iteration 0F: 3 clusters Score -68369.6 nChanged 294 Iteration 1F: 3 clusters Score -68709.59 nChanged 77 Iteration 2F: 3 clusters Score -68823.27 nChanged 50 Iteration 3Q: 3 clusters Score -68906.25 nChanged 35 Iteration 4Q: 3 clusters Score -68952.6 nChanged 24 Iteration 5Q: 3 clusters Score -68984.86 nChanged 22 Iteration 6Q: 3 clusters Score -69012.41 nChanged 11 Iteration 7Q: 3 clusters Score -69026.61 nChanged 10 Iteration 8Q: 3 clusters Score -69043.17 nChanged 9 Iteration 9Q: 3 clusters Score -69056.73 nChanged 5 Iteration 10Q: 3 clusters Score -69060.99 nChanged 1 Iteration 11Q: 3 clusters Score -69061.84 nChanged 1 Iteration 12Q: 3 clusters Score -69062.66 nChanged 1 Iteration 13Q: 3 clusters Score -69063.3 nChanged 0 Iteration 14F: 3 clusters Score -69063.3 nChanged 0 Trying to split cluster 6 (1615 points) Iteration 0F: 2 clusters Score -95819.95 nChanged 0 Iteration 0F: 3 clusters Score -93382.95 nChanged 475 Iteration 1F: 3 clusters Score -93868.58 nChanged 120 Iteration 2F: 3 clusters Score -94018.9 nChanged 73 Iteration 3Q: 3 clusters Score -94089.7 nChanged 39 Iteration 4Q: 3 clusters Score -94145.27 nChanged 31 Iteration 5Q: 3 clusters Score -94181.54 nChanged 27 Iteration 6Q: 3 clusters Score -94201.91 nChanged 12 Iteration 7Q: 3 clusters Score -94209.89 nChanged 10 Iteration 8Q: 3 clusters Score -94217.88 nChanged 10 Iteration 9Q: 3 clusters Score -94228.22 nChanged 12 Iteration 10Q: 3 clusters Score -94236.77 nChanged 7 Iteration 11Q: 3 clusters Score -94244.12 nChanged 6 Iteration 12Q: 3 clusters Score -94251.57 nChanged 13 Iteration 13Q: 3 clusters Score -94264.01 nChanged 9 Iteration 14Q: 3 clusters Score -94273.59 nChanged 5 Iteration 15Q: 3 clusters Score -94278.22 nChanged 3 Iteration 16Q: 3 clusters Score -94279.48 nChanged 3 Iteration 17Q: 3 clusters Score -94282.2 nChanged 6 Iteration 18Q: 3 clusters Score -94286.68 nChanged 2 Iteration 19Q: 3 clusters Score -94290.94 nChanged 2 Iteration 20F: 3 clusters Score -94292.88 nChanged 3 Iteration 21Q: 3 clusters Score -94296.48 nChanged 1 Iteration 22Q: 3 clusters Score -94296.77 nChanged 0 Iteration 23F: 3 clusters Score -94296.77 nChanged 0 Trying to split cluster 7 (627 points) Iteration 0F: 2 clusters Score -28225.62 nChanged 0 Iteration 0F: 3 clusters Score -26567.14 nChanged 127 Iteration 1F: 3 clusters Score -26807.45 nChanged 31 Iteration 2Q: 3 clusters Score -26881.23 nChanged 15 Iteration 3Q: 3 clusters Score -26907.53 nChanged 5 Iteration 4Q: 3 clusters Score -26914.65 nChanged 2 Iteration 5Q: 3 clusters Score -26919.02 nChanged 1 Iteration 6Q: 3 clusters Score -26920.01 nChanged 0 Iteration 7F: 3 clusters Score -26920.01 nChanged 0 8->6 Clusters: Score -531488.000000, best is -531875.187500 Starting from 9 clusters... --- Clustering full data set of 8407 points --- Deleting Class 3. Lose 360.661316 but Gain 2385.720703 Iteration 0F: 8 clusters Score -493505.2 nChanged 6525 Deleting Class 5. Lose 1742.909058 but Gain 2385.719727 Iteration 1F: 7 clusters Score -514738.7 nChanged 2935 Deleting Class 1. Lose 2327.353027 but Gain 2385.720703 Iteration 2F: 6 clusters Score -522767.8 nChanged 2457 Iteration 3F: 6 clusters Score -527458.2 nChanged 757 Iteration 4F: 6 clusters Score -528473.1 nChanged 427 Iteration 5F: 6 clusters Score -528925.6 nChanged 264 Iteration 6Q: 6 clusters Score -529170.9 nChanged 165 Iteration 7Q: 6 clusters Score -529337.5 nChanged 137 Iteration 8Q: 6 clusters Score -529475 nChanged 122 Iteration 9Q: 6 clusters Score -529585.4 nChanged 113 Iteration 10Q: 6 clusters Score -529675.2 nChanged 96 Iteration 11Q: 6 clusters Score -529760.4 nChanged 80 Iteration 12Q: 6 clusters Score -529826.2 nChanged 69 Iteration 13Q: 6 clusters Score -529881.4 nChanged 62 Iteration 14Q: 6 clusters Score -529940.8 nChanged 51 Iteration 15Q: 6 clusters Score -529977.8 nChanged 46 Iteration 16Q: 6 clusters Score -530000.7 nChanged 45 Iteration 17Q: 6 clusters Score -530031.2 nChanged 46 Iteration 18Q: 6 clusters Score -530071.4 nChanged 36 Iteration 19Q: 6 clusters Score -530099.6 nChanged 35 Iteration 20F: 6 clusters Score -530138.8 nChanged 31 Iteration 21Q: 6 clusters Score -530190.8 nChanged 37 Iteration 22Q: 6 clusters Score -530232.4 nChanged 35 Iteration 23Q: 6 clusters Score -530279.8 nChanged 43 Iteration 24Q: 6 clusters Score -530315 nChanged 30 Iteration 25Q: 6 clusters Score -530330.4 nChanged 19 Iteration 26Q: 6 clusters Score -530338.2 nChanged 16 Iteration 27Q: 6 clusters Score -530343.7 nChanged 13 Iteration 28Q: 6 clusters Score -530347.6 nChanged 9 Iteration 29Q: 6 clusters Score -530352.4 nChanged 5 Iteration 30Q: 6 clusters Score -530352.8 nChanged 1 Iteration 31Q: 6 clusters Score -530353.1 nChanged 0 Iteration 32F: 6 clusters Score -530353.1 nChanged 0 Trying to split cluster 2 (369 points) Iteration 0F: 2 clusters Score -17179.3 nChanged 0 Iteration 0F: 3 clusters Score -15754.9 nChanged 60 Iteration 1F: 3 clusters Score -15940.55 nChanged 15 Iteration 2Q: 3 clusters Score -15991.02 nChanged 2 Iteration 3Q: 3 clusters Score -15996.08 nChanged 1 Iteration 4Q: 3 clusters Score -15997.33 nChanged 0 Iteration 5F: 3 clusters Score -15997.33 nChanged 0 Trying to split cluster 4 (1817 points) Iteration 0F: 2 clusters Score -117573.7 nChanged 0 Iteration 0F: 3 clusters Score -114977.9 nChanged 523 Iteration 1F: 3 clusters Score -115406.9 nChanged 143 Iteration 2F: 3 clusters Score -115553.6 nChanged 84 Iteration 3Q: 3 clusters Score -115651.6 nChanged 72 Iteration 4Q: 3 clusters Score -115746.8 nChanged 66 Iteration 5Q: 3 clusters Score -115816.3 nChanged 58 Iteration 6Q: 3 clusters Score -115894.8 nChanged 59 Iteration 7Q: 3 clusters Score -115975.9 nChanged 57 Iteration 8Q: 3 clusters Score -116056.4 nChanged 53 Iteration 9Q: 3 clusters Score -116126.3 nChanged 45 Iteration 10Q: 3 clusters Score -116190.1 nChanged 52 Iteration 11Q: 3 clusters Score -116269.1 nChanged 44 Iteration 12Q: 3 clusters Score -116334.5 nChanged 52 Iteration 13Q: 3 clusters Score -116418.5 nChanged 61 Iteration 14Q: 3 clusters Score -116535.2 nChanged 65 Iteration 15Q: 3 clusters Score -116673.4 nChanged 73 Iteration 16Q: 3 clusters Score -116806.1 nChanged 71 Iteration 17Q: 3 clusters Score -116940.5 nChanged 50 Iteration 18Q: 3 clusters Score -117029.7 nChanged 43 Iteration 19Q: 3 clusters Score -117095.6 nChanged 28 Iteration 20F: 3 clusters Score -117131.1 nChanged 20 Iteration 21Q: 3 clusters Score -117162.1 nChanged 21 Iteration 22Q: 3 clusters Score -117194.3 nChanged 20 Iteration 23Q: 3 clusters Score -117221.6 nChanged 10 Iteration 24Q: 3 clusters Score -117232.8 nChanged 6 Iteration 25Q: 3 clusters Score -117242.2 nChanged 3 Iteration 26Q: 3 clusters Score -117246.6 nChanged 2 Iteration 27Q: 3 clusters Score -117247.5 nChanged 1 Iteration 28Q: 3 clusters Score -117248.7 nChanged 0 Iteration 29F: 3 clusters Score -117248.7 nChanged 0 Trying to split cluster 6 (1832 points) Iteration 0F: 2 clusters Score -107630.7 nChanged 0 Iteration 0F: 3 clusters Score -105003.5 nChanged 564 Iteration 1F: 3 clusters Score -105549.4 nChanged 166 Iteration 2F: 3 clusters Score -105732.3 nChanged 97 Iteration 3F: 3 clusters Score -105835.2 nChanged 58 Iteration 4Q: 3 clusters Score -105882.5 nChanged 35 Iteration 5Q: 3 clusters Score -105913.4 nChanged 19 Iteration 6Q: 3 clusters Score -105932.7 nChanged 17 Iteration 7Q: 3 clusters Score -105954.9 nChanged 13 Iteration 8Q: 3 clusters Score -105963.5 nChanged 8 Iteration 9Q: 3 clusters Score -105974.6 nChanged 15 Iteration 10Q: 3 clusters Score -105986.2 nChanged 11 Iteration 11Q: 3 clusters Score -105991.9 nChanged 11 Iteration 12Q: 3 clusters Score -105997.7 nChanged 4 Iteration 13Q: 3 clusters Score -106000 nChanged 2 Iteration 14Q: 3 clusters Score -106001.1 nChanged 4 Iteration 15Q: 3 clusters Score -106003.9 nChanged 0 Iteration 16F: 3 clusters Score -106003.9 nChanged 0 Trying to split cluster 7 (596 points) Iteration 0F: 2 clusters Score -30246.36 nChanged 0 Iteration 0F: 3 clusters Score -28532 nChanged 119 Iteration 1F: 3 clusters Score -28744.69 nChanged 42 Iteration 2F: 3 clusters Score -28837.65 nChanged 17 Iteration 3Q: 3 clusters Score -28871.96 nChanged 11 Iteration 4Q: 3 clusters Score -28890.25 nChanged 2 Iteration 5Q: 3 clusters Score -28892.86 nChanged 1 Iteration 6Q: 3 clusters Score -28895.05 nChanged 2 Iteration 7Q: 3 clusters Score -28896.61 nChanged 1 Iteration 8Q: 3 clusters Score -28897.44 nChanged 0 Iteration 9F: 3 clusters Score -28897.44 nChanged 0 Trying to split cluster 8 (3792 points) Iteration 0F: 2 clusters Score -271598.2 nChanged 0 Iteration 0F: 3 clusters Score -267696.1 nChanged 1389 Iteration 1F: 3 clusters Score -268638.2 nChanged 348 Iteration 2F: 3 clusters Score -268958 nChanged 269 Iteration 3F: 3 clusters Score -269242.9 nChanged 233 Iteration 4F: 3 clusters Score -269495.7 nChanged 202 Iteration 5F: 3 clusters Score -269738.7 nChanged 194 Iteration 6F: 3 clusters Score -269961.2 nChanged 165 Iteration 7Q: 3 clusters Score -270136.9 nChanged 138 Iteration 8Q: 3 clusters Score -270253.3 nChanged 103 Iteration 9Q: 3 clusters Score -270310.9 nChanged 55 Iteration 10Q: 3 clusters Score -270340.2 nChanged 33 Iteration 11Q: 3 clusters Score -270359.2 nChanged 32 Iteration 12Q: 3 clusters Score -270374.6 nChanged 17 Iteration 13Q: 3 clusters Score -270382.1 nChanged 14 Iteration 14Q: 3 clusters Score -270389.4 nChanged 10 Iteration 15Q: 3 clusters Score -270393.5 nChanged 8 Iteration 16Q: 3 clusters Score -270396.5 nChanged 6 Iteration 17Q: 3 clusters Score -270399 nChanged 5 Iteration 18Q: 3 clusters Score -270403.8 nChanged 14 Iteration 19Q: 3 clusters Score -270409.9 nChanged 11 Iteration 20F: 3 clusters Score -270415.8 nChanged 13 Iteration 21Q: 3 clusters Score -270420.9 nChanged 10 Iteration 22Q: 3 clusters Score -270424.4 nChanged 6 Iteration 23Q: 3 clusters Score -270428.7 nChanged 4 Iteration 24Q: 3 clusters Score -270431.1 nChanged 7 Iteration 25Q: 3 clusters Score -270433.5 nChanged 3 Iteration 26Q: 3 clusters Score -270435.3 nChanged 4 Iteration 27Q: 3 clusters Score -270437.9 nChanged 5 Iteration 28Q: 3 clusters Score -270439.1 nChanged 3 Iteration 29Q: 3 clusters Score -270440.1 nChanged 3 Iteration 30Q: 3 clusters Score -270441.3 nChanged 3 Iteration 31Q: 3 clusters Score -270442.4 nChanged 0 Iteration 32F: 3 clusters Score -270442.4 nChanged 0 9->6 Clusters: Score -530353.125000, best is -531875.187500 Starting from 10 clusters... --- Clustering full data set of 8407 points --- Deleting Class 9. Lose 386.153351 but Gain 2385.720703 Iteration 0F: 9 clusters Score -490825.4 nChanged 6557 Deleting Class 6. Lose 1084.864258 but Gain 2385.720703 Iteration 1F: 8 clusters Score -511133.4 nChanged 3353 Deleting Class 2. Lose 1647.761353 but Gain 2385.719727 Iteration 2F: 7 clusters Score -520849.1 nChanged 1790 Iteration 3F: 7 clusters Score -523822.9 nChanged 776 Iteration 4F: 7 clusters Score -524939.6 nChanged 557 Iteration 5F: 7 clusters Score -525654 nChanged 396 Iteration 6Q: 7 clusters Score -526148.7 nChanged 300 Iteration 7Q: 7 clusters Score -526530.8 nChanged 238 Iteration 8Q: 7 clusters Score -526831.8 nChanged 171 Iteration 9Q: 7 clusters Score -527042.1 nChanged 144 Iteration 10Q: 7 clusters Score -527214.7 nChanged 113 Iteration 11Q: 7 clusters Score -527344.6 nChanged 100 Iteration 12Q: 7 clusters Score -527465.5 nChanged 96 Iteration 13Q: 7 clusters Score -527576.6 nChanged 88 Iteration 14Q: 7 clusters Score -527682.5 nChanged 78 Iteration 15Q: 7 clusters Score -527751.5 nChanged 71 Iteration 16Q: 7 clusters Score -527814.7 nChanged 58 Iteration 17Q: 7 clusters Score -527883.2 nChanged 57 Iteration 18Q: 7 clusters Score -527935.1 nChanged 52 Iteration 19Q: 7 clusters Score -527982.1 nChanged 61 Iteration 20F: 7 clusters Score -528080.1 nChanged 77 Iteration 21Q: 7 clusters Score -528212.4 nChanged 92 Iteration 22Q: 7 clusters Score -528313.2 nChanged 102 Iteration 23Q: 7 clusters Score -528456.2 nChanged 109 Iteration 24Q: 7 clusters Score -528599.5 nChanged 126 Iteration 25Q: 7 clusters Score -528714.4 nChanged 114 Iteration 26Q: 7 clusters Score -528834.3 nChanged 103 Iteration 27Q: 7 clusters Score -528941 nChanged 110 Iteration 28Q: 7 clusters Score -529063.2 nChanged 106 Iteration 29Q: 7 clusters Score -529156.6 nChanged 102 Iteration 30Q: 7 clusters Score -529271.3 nChanged 97 Iteration 31Q: 7 clusters Score -529387.5 nChanged 99 Iteration 32Q: 7 clusters Score -529514.8 nChanged 94 Iteration 33Q: 7 clusters Score -529608.2 nChanged 79 Iteration 34Q: 7 clusters Score -529676.5 nChanged 79 Iteration 35Q: 7 clusters Score -529766.1 nChanged 77 Iteration 36Q: 7 clusters Score -529853.8 nChanged 68 Iteration 37Q: 7 clusters Score -529954.8 nChanged 60 Iteration 38Q: 7 clusters Score -530005.9 nChanged 64 Trying to split cluster 1 (2523 points) Iteration 0F: 2 clusters Score -183771.3 nChanged 0 Iteration 0F: 3 clusters Score -180724 nChanged 846 Iteration 1F: 3 clusters Score -181372.3 nChanged 208 Iteration 2F: 3 clusters Score -181582.4 nChanged 140 Iteration 3F: 3 clusters Score -181713.6 nChanged 97 Iteration 4Q: 3 clusters Score -181799.3 nChanged 75 Iteration 5Q: 3 clusters Score -181859 nChanged 51 Iteration 6Q: 3 clusters Score -181906.3 nChanged 46 Iteration 7Q: 3 clusters Score -181945.9 nChanged 47 Iteration 8Q: 3 clusters Score -181988.2 nChanged 47 Iteration 9Q: 3 clusters Score -182018.4 nChanged 34 Iteration 10Q: 3 clusters Score -182041.5 nChanged 24 Iteration 11Q: 3 clusters Score -182057.7 nChanged 12 Iteration 12Q: 3 clusters Score -182066.4 nChanged 18 Iteration 13Q: 3 clusters Score -182080.6 nChanged 17 Iteration 14Q: 3 clusters Score -182092.2 nChanged 15 Iteration 15Q: 3 clusters Score -182102 nChanged 12 Iteration 16Q: 3 clusters Score -182110.9 nChanged 11 Iteration 17Q: 3 clusters Score -182118.3 nChanged 20 Iteration 18Q: 3 clusters Score -182129.3 nChanged 12 Iteration 19Q: 3 clusters Score -182136 nChanged 8 Iteration 20F: 3 clusters Score -182141.1 nChanged 4 Iteration 21Q: 3 clusters Score -182143.3 nChanged 2 Iteration 22Q: 3 clusters Score -182144.1 nChanged 3 Iteration 23Q: 3 clusters Score -182144.5 nChanged 1 Iteration 24Q: 3 clusters Score -182145.1 nChanged 0 Iteration 25F: 3 clusters Score -182145.1 nChanged 0 Trying to split cluster 3 (692 points) Iteration 0F: 2 clusters Score -39099.49 nChanged 0 Iteration 0F: 3 clusters Score -37354.11 nChanged 166 Iteration 1F: 3 clusters Score -37585.41 nChanged 42 Iteration 2F: 3 clusters Score -37651.73 nChanged 17 Iteration 3Q: 3 clusters Score -37681.05 nChanged 10 Iteration 4Q: 3 clusters Score -37700.1 nChanged 6 Iteration 5Q: 3 clusters Score -37709.59 nChanged 2 Iteration 6Q: 3 clusters Score -37710.97 nChanged 2 Iteration 7Q: 3 clusters Score -37713.09 nChanged 3 Iteration 8Q: 3 clusters Score -37717.41 nChanged 1 Iteration 9Q: 3 clusters Score -37718.06 nChanged 1 Iteration 10Q: 3 clusters Score -37718.7 nChanged 3 Iteration 11Q: 3 clusters Score -37722 nChanged 0 Iteration 12F: 3 clusters Score -37722 nChanged 0 Trying to split cluster 4 (750 points) Iteration 0F: 2 clusters Score -36491.66 nChanged 0 Iteration 0F: 3 clusters Score -34665.28 nChanged 173 Iteration 1F: 3 clusters Score -34914.95 nChanged 49 Iteration 2F: 3 clusters Score -35038.27 nChanged 31 Iteration 3Q: 3 clusters Score -35119.66 nChanged 17 Iteration 4Q: 3 clusters Score -35163.64 nChanged 8 Iteration 5Q: 3 clusters Score -35172.27 nChanged 5 Iteration 6Q: 3 clusters Score -35177.91 nChanged 3 Iteration 7Q: 3 clusters Score -35187.05 nChanged 1 Iteration 8Q: 3 clusters Score -35191.73 nChanged 2 Iteration 9Q: 3 clusters Score -35198.22 nChanged 6 Iteration 10Q: 3 clusters Score -35207.59 nChanged 4 Iteration 11Q: 3 clusters Score -35213.83 nChanged 4 Iteration 12Q: 3 clusters Score -35225.16 nChanged 5 Iteration 13Q: 3 clusters Score -35234.19 nChanged 4 Iteration 14Q: 3 clusters Score -35239.34 nChanged 2 Iteration 15Q: 3 clusters Score -35242.93 nChanged 1 Iteration 16Q: 3 clusters Score -35244.45 nChanged 0 Iteration 17F: 3 clusters Score -35244.45 nChanged 0 Trying to split cluster 5 (2435 points) Iteration 0F: 2 clusters Score -166071.4 nChanged 0 Iteration 0F: 3 clusters Score -163039.6 nChanged 813 Iteration 1F: 3 clusters Score -163671.9 nChanged 197 Iteration 2F: 3 clusters Score -163841.8 nChanged 107 Iteration 3Q: 3 clusters Score -163945.1 nChanged 90 Iteration 4Q: 3 clusters Score -164047.2 nChanged 82 Iteration 5Q: 3 clusters Score -164130.5 nChanged 77 Iteration 6Q: 3 clusters Score -164219.1 nChanged 102 Iteration 7Q: 3 clusters Score -164328.8 nChanged 66 Iteration 8Q: 3 clusters Score -164404 nChanged 46 Iteration 9Q: 3 clusters Score -164449.9 nChanged 42 Iteration 10Q: 3 clusters Score -164484.3 nChanged 32 Iteration 11Q: 3 clusters Score -164514.4 nChanged 33 Iteration 12Q: 3 clusters Score -164548.1 nChanged 28 Iteration 13Q: 3 clusters Score -164581.2 nChanged 32 Iteration 14Q: 3 clusters Score -164608.1 nChanged 24 Iteration 15Q: 3 clusters Score -164625.7 nChanged 20 Iteration 16Q: 3 clusters Score -164645.4 nChanged 20 Iteration 17Q: 3 clusters Score -164663 nChanged 15 Iteration 18Q: 3 clusters Score -164673.8 nChanged 10 Iteration 19Q: 3 clusters Score -164681.8 nChanged 11 Iteration 20F: 3 clusters Score -164692.5 nChanged 8 Iteration 21Q: 3 clusters Score -164699.1 nChanged 10 Iteration 22Q: 3 clusters Score -164707.3 nChanged 6 Iteration 23Q: 3 clusters Score -164712.8 nChanged 9 Iteration 24Q: 3 clusters Score -164718.2 nChanged 8 Iteration 25Q: 3 clusters Score -164723.9 nChanged 5 Iteration 26Q: 3 clusters Score -164726.5 nChanged 0 Iteration 27F: 3 clusters Score -164726.5 nChanged 0 Trying to split cluster 7 (1098 points) Iteration 0F: 2 clusters Score -67659.41 nChanged 0 Iteration 0F: 3 clusters Score -65567.39 nChanged 277 Iteration 1F: 3 clusters Score -65865.78 nChanged 61 Iteration 2F: 3 clusters Score -65942.9 nChanged 31 Iteration 3Q: 3 clusters Score -65975.95 nChanged 20 Iteration 4Q: 3 clusters Score -66002.3 nChanged 10 Iteration 5Q: 3 clusters Score -66013.23 nChanged 10 Iteration 6Q: 3 clusters Score -66027.99 nChanged 12 Iteration 7Q: 3 clusters Score -66043.74 nChanged 8 Iteration 8Q: 3 clusters Score -66049.53 nChanged 2 Iteration 9Q: 3 clusters Score -66054.96 nChanged 2 Iteration 10Q: 3 clusters Score -66056.31 nChanged 1 Iteration 11Q: 3 clusters Score -66056.73 nChanged 0 Iteration 12F: 3 clusters Score -66056.73 nChanged 0 Trying to split cluster 8 (907 points) Iteration 0F: 2 clusters Score -53882.46 nChanged 0 Iteration 0F: 3 clusters Score -51927.94 nChanged 261 Iteration 1F: 3 clusters Score -52231.62 nChanged 79 Iteration 2F: 3 clusters Score -52348.21 nChanged 37 Iteration 3Q: 3 clusters Score -52400.78 nChanged 21 Iteration 4Q: 3 clusters Score -52443.34 nChanged 18 Iteration 5Q: 3 clusters Score -52480.27 nChanged 13 Iteration 6Q: 3 clusters Score -52502.42 nChanged 11 Iteration 7Q: 3 clusters Score -52523.29 nChanged 6 Iteration 8Q: 3 clusters Score -52532.26 nChanged 8 Iteration 9Q: 3 clusters Score -52548.89 nChanged 4 Iteration 10Q: 3 clusters Score -52551.96 nChanged 1 Iteration 11Q: 3 clusters Score -52554.02 nChanged 2 Iteration 12Q: 3 clusters Score -52556.73 nChanged 1 Iteration 13Q: 3 clusters Score -52558.27 nChanged 2 Iteration 14Q: 3 clusters Score -52563.44 nChanged 2 Iteration 15Q: 3 clusters Score -52564.88 nChanged 0 Iteration 16F: 3 clusters Score -52564.88 nChanged 0 Iteration 39Q: 7 clusters Score -530047.6 nChanged 33 Iteration 40F: 7 clusters Score -530147.6 nChanged 42 Iteration 41Q: 7 clusters Score -530240.5 nChanged 56 Iteration 42Q: 7 clusters Score -530285.4 nChanged 41 Iteration 43Q: 7 clusters Score -530314.7 nChanged 44 Iteration 44Q: 7 clusters Score -530343.1 nChanged 37 Iteration 45Q: 7 clusters Score -530364.9 nChanged 35 Iteration 46Q: 7 clusters Score -530386.7 nChanged 31 Iteration 47Q: 7 clusters Score -530407.2 nChanged 36 Iteration 48Q: 7 clusters Score -530429.1 nChanged 25 Iteration 49Q: 7 clusters Score -530443.2 nChanged 19 Iteration 50Q: 7 clusters Score -530453.4 nChanged 23 Iteration 51Q: 7 clusters Score -530470.5 nChanged 22 Iteration 52Q: 7 clusters Score -530480.8 nChanged 10 Iteration 53Q: 7 clusters Score -530489.1 nChanged 10 Iteration 54Q: 7 clusters Score -530493.1 nChanged 9 Iteration 55Q: 7 clusters Score -530496.4 nChanged 12 Iteration 56Q: 7 clusters Score -530502.7 nChanged 7 Iteration 57Q: 7 clusters Score -530506.8 nChanged 5 Iteration 58Q: 7 clusters Score -530510.5 nChanged 6 Iteration 59Q: 7 clusters Score -530512.8 nChanged 8 Iteration 60F: 7 clusters Score -530521.8 nChanged 11 Iteration 61Q: 7 clusters Score -530526.3 nChanged 11 Iteration 62Q: 7 clusters Score -530534.2 nChanged 14 Iteration 63Q: 7 clusters Score -530541.5 nChanged 12 Iteration 64Q: 7 clusters Score -530547 nChanged 9 Iteration 65Q: 7 clusters Score -530549.7 nChanged 8 Iteration 66Q: 7 clusters Score -530554.1 nChanged 6 Iteration 67Q: 7 clusters Score -530557.8 nChanged 11 Iteration 68Q: 7 clusters Score -530563.1 nChanged 12 Iteration 69Q: 7 clusters Score -530570.1 nChanged 7 Iteration 70Q: 7 clusters Score -530571.8 nChanged 5 Iteration 71Q: 7 clusters Score -530576.4 nChanged 4 Iteration 72Q: 7 clusters Score -530584.2 nChanged 5 Iteration 73Q: 7 clusters Score -530586.7 nChanged 2 Iteration 74Q: 7 clusters Score -530589 nChanged 3 Iteration 75Q: 7 clusters Score -530588.4 nChanged 2 Iteration 76Q: 7 clusters Score -530589.4 nChanged 1 Iteration 77Q: 7 clusters Score -530590.9 nChanged 1 Iteration 78Q: 7 clusters Score -530591.5 nChanged 0 Trying to split cluster 1 (2408 points) Iteration 0F: 2 clusters Score -175937.7 nChanged 0 Iteration 0F: 3 clusters Score -172919.3 nChanged 776 Iteration 1F: 3 clusters Score -173489.5 nChanged 206 Iteration 2F: 3 clusters Score -173653.6 nChanged 100 Iteration 3Q: 3 clusters Score -173722.5 nChanged 63 Iteration 4Q: 3 clusters Score -173767.9 nChanged 64 Iteration 5Q: 3 clusters Score -173816.9 nChanged 58 Iteration 6Q: 3 clusters Score -173856.5 nChanged 41 Iteration 7Q: 3 clusters Score -173887 nChanged 39 Iteration 8Q: 3 clusters Score -173912.7 nChanged 35 Iteration 9Q: 3 clusters Score -173938.4 nChanged 30 Iteration 10Q: 3 clusters Score -173961.2 nChanged 23 Iteration 11Q: 3 clusters Score -173979 nChanged 22 Iteration 12Q: 3 clusters Score -173990.4 nChanged 14 Iteration 13Q: 3 clusters Score -173997 nChanged 13 Iteration 14Q: 3 clusters Score -174007.6 nChanged 13 Iteration 15Q: 3 clusters Score -174018 nChanged 22 Iteration 16Q: 3 clusters Score -174035 nChanged 18 Iteration 17Q: 3 clusters Score -174048.7 nChanged 15 Iteration 18Q: 3 clusters Score -174060.1 nChanged 18 Iteration 19Q: 3 clusters Score -174072.5 nChanged 13 Iteration 20F: 3 clusters Score -174079.6 nChanged 8 Iteration 21Q: 3 clusters Score -174083.4 nChanged 6 Iteration 22Q: 3 clusters Score -174087.6 nChanged 10 Iteration 23Q: 3 clusters Score -174094.3 nChanged 11 Iteration 24Q: 3 clusters Score -174101.2 nChanged 6 Iteration 25Q: 3 clusters Score -174104.9 nChanged 4 Iteration 26Q: 3 clusters Score -174107.4 nChanged 0 Iteration 27F: 3 clusters Score -174107.4 nChanged 0 Trying to split cluster 3 (702 points) Iteration 0F: 2 clusters Score -39862.21 nChanged 0 Iteration 0F: 3 clusters Score -38106.81 nChanged 153 Iteration 1F: 3 clusters Score -38347.93 nChanged 30 Iteration 2Q: 3 clusters Score -38397.73 nChanged 15 Iteration 3Q: 3 clusters Score -38424.05 nChanged 5 Iteration 4Q: 3 clusters Score -38431.48 nChanged 1 Iteration 5Q: 3 clusters Score -38432.09 nChanged 1 Iteration 6Q: 3 clusters Score -38433.72 nChanged 0 Iteration 7F: 3 clusters Score -38433.72 nChanged 0 Trying to split cluster 4 (674 points) Iteration 0F: 2 clusters Score -31950.16 nChanged 0 Iteration 0F: 3 clusters Score -30241.08 nChanged 145 Iteration 1F: 3 clusters Score -30515.85 nChanged 38 Iteration 2F: 3 clusters Score -30625.96 nChanged 25 Iteration 3Q: 3 clusters Score -30688.43 nChanged 15 Iteration 4Q: 3 clusters Score -30729.71 nChanged 13 Iteration 5Q: 3 clusters Score -30772.34 nChanged 10 Iteration 6Q: 3 clusters Score -30792.61 nChanged 5 Iteration 7Q: 3 clusters Score -30801.98 nChanged 4 Iteration 8Q: 3 clusters Score -30809.8 nChanged 0 Iteration 9F: 3 clusters Score -30809.8 nChanged 0 Trying to split cluster 5 (2281 points) Iteration 0F: 2 clusters Score -156924.4 nChanged 0 Iteration 0F: 3 clusters Score -154037.1 nChanged 725 Iteration 1F: 3 clusters Score -154585.8 nChanged 184 Iteration 2F: 3 clusters Score -154765.9 nChanged 111 Iteration 3Q: 3 clusters Score -154857 nChanged 79 Iteration 4Q: 3 clusters Score -154925.4 nChanged 44 Iteration 5Q: 3 clusters Score -154964.8 nChanged 32 Iteration 6Q: 3 clusters Score -154990.9 nChanged 23 Iteration 7Q: 3 clusters Score -155004.2 nChanged 16 Iteration 8Q: 3 clusters Score -155015.9 nChanged 17 Iteration 9Q: 3 clusters Score -155028.2 nChanged 16 Iteration 10Q: 3 clusters Score -155041.5 nChanged 18 Iteration 11Q: 3 clusters Score -155055.4 nChanged 14 Iteration 12Q: 3 clusters Score -155067.3 nChanged 15 Iteration 13Q: 3 clusters Score -155078.4 nChanged 10 Iteration 14Q: 3 clusters Score -155083.8 nChanged 10 Iteration 15Q: 3 clusters Score -155088.1 nChanged 10 Iteration 16Q: 3 clusters Score -155094.8 nChanged 11 Iteration 17Q: 3 clusters Score -155103.1 nChanged 9 Iteration 18Q: 3 clusters Score -155112.3 nChanged 11 Iteration 19Q: 3 clusters Score -155118 nChanged 8 Iteration 20F: 3 clusters Score -155122 nChanged 6 Iteration 21Q: 3 clusters Score -155125 nChanged 5 Iteration 22Q: 3 clusters Score -155128 nChanged 8 Iteration 23Q: 3 clusters Score -155132.7 nChanged 4 Iteration 24Q: 3 clusters Score -155133.8 nChanged 4 Iteration 25Q: 3 clusters Score -155135.8 nChanged 1 Iteration 26Q: 3 clusters Score -155135.8 nChanged 0 Iteration 27F: 3 clusters Score -155135.8 nChanged 0 Trying to split cluster 7 (1440 points) Iteration 0F: 2 clusters Score -89113.28 nChanged 0 Iteration 0F: 3 clusters Score -86775.7 nChanged 395 Iteration 1F: 3 clusters Score -87146.36 nChanged 115 Iteration 2F: 3 clusters Score -87277.4 nChanged 52 Iteration 3Q: 3 clusters Score -87361.95 nChanged 57 Iteration 4Q: 3 clusters Score -87415.09 nChanged 24 Iteration 5Q: 3 clusters Score -87446.01 nChanged 19 Iteration 6Q: 3 clusters Score -87468.89 nChanged 22 Iteration 7Q: 3 clusters Score -87494.26 nChanged 13 Iteration 8Q: 3 clusters Score -87505.09 nChanged 15 Iteration 9Q: 3 clusters Score -87516.99 nChanged 8 Iteration 10Q: 3 clusters Score -87525.36 nChanged 8 Iteration 11Q: 3 clusters Score -87534.16 nChanged 9 Iteration 12Q: 3 clusters Score -87544.88 nChanged 5 Iteration 13Q: 3 clusters Score -87550.05 nChanged 5 Iteration 14Q: 3 clusters Score -87554.95 nChanged 1 Iteration 15Q: 3 clusters Score -87557.39 nChanged 2 Iteration 16Q: 3 clusters Score -87560.78 nChanged 0 Iteration 17F: 3 clusters Score -87560.78 nChanged 0 Trying to split cluster 8 (901 points) Iteration 0F: 2 clusters Score -53847.37 nChanged 0 Iteration 0F: 3 clusters Score -51945.46 nChanged 235 Iteration 1F: 3 clusters Score -52257.99 nChanged 69 Iteration 2F: 3 clusters Score -52376.39 nChanged 49 Iteration 3F: 3 clusters Score -52455.79 nChanged 25 Iteration 4Q: 3 clusters Score -52518.49 nChanged 21 Iteration 5Q: 3 clusters Score -52559.04 nChanged 16 Iteration 6Q: 3 clusters Score -52581.74 nChanged 7 Iteration 7Q: 3 clusters Score -52594.09 nChanged 5 Iteration 8Q: 3 clusters Score -52600.68 nChanged 4 Iteration 9Q: 3 clusters Score -52607.55 nChanged 4 Iteration 10Q: 3 clusters Score -52616 nChanged 5 Iteration 11Q: 3 clusters Score -52627.78 nChanged 7 Iteration 12Q: 3 clusters Score -52637.36 nChanged 3 Iteration 13Q: 3 clusters Score -52640.35 nChanged 2 Iteration 14Q: 3 clusters Score -52651.39 nChanged 4 Iteration 15Q: 3 clusters Score -52658.82 nChanged 2 Iteration 16Q: 3 clusters Score -52661.18 nChanged 1 Iteration 17Q: 3 clusters Score -52662.1 nChanged 2 Iteration 18Q: 3 clusters Score -52664.96 nChanged 3 Iteration 19Q: 3 clusters Score -52667.84 nChanged 0 Iteration 20F: 3 clusters Score -52667.84 nChanged 0 Iteration 79F: 7 clusters Score -530591.5 nChanged 0 Trying to split cluster 1 (2408 points) Iteration 0F: 2 clusters Score -175937.7 nChanged 0 Iteration 0F: 3 clusters Score -172919.3 nChanged 805 Iteration 1F: 3 clusters Score -173509.4 nChanged 188 Iteration 2F: 3 clusters Score -173682.7 nChanged 118 Iteration 3Q: 3 clusters Score -173781.5 nChanged 76 Iteration 4Q: 3 clusters Score -173850.3 nChanged 63 Iteration 5Q: 3 clusters Score -173908.7 nChanged 67 Iteration 6Q: 3 clusters Score -173973.2 nChanged 64 Iteration 7Q: 3 clusters Score -174020.7 nChanged 50 Iteration 8Q: 3 clusters Score -174061.7 nChanged 47 Iteration 9Q: 3 clusters Score -174102 nChanged 45 Iteration 10Q: 3 clusters Score -174139.8 nChanged 37 Iteration 11Q: 3 clusters Score -174166.5 nChanged 31 Iteration 12Q: 3 clusters Score -174187.1 nChanged 23 Iteration 13Q: 3 clusters Score -174203.4 nChanged 20 Iteration 14Q: 3 clusters Score -174218.4 nChanged 17 Iteration 15Q: 3 clusters Score -174232.4 nChanged 23 Iteration 16Q: 3 clusters Score -174249.5 nChanged 22 Iteration 17Q: 3 clusters Score -174263.8 nChanged 16 Iteration 18Q: 3 clusters Score -174276 nChanged 19 Iteration 19Q: 3 clusters Score -174288.2 nChanged 16 Iteration 20F: 3 clusters Score -174299.2 nChanged 25 Iteration 21Q: 3 clusters Score -174318.2 nChanged 22 Iteration 22Q: 3 clusters Score -174331.1 nChanged 18 Iteration 23Q: 3 clusters Score -174340.9 nChanged 11 Iteration 24Q: 3 clusters Score -174347.3 nChanged 8 Iteration 25Q: 3 clusters Score -174352.2 nChanged 6 Iteration 26Q: 3 clusters Score -174355.2 nChanged 3 Iteration 27Q: 3 clusters Score -174355.9 nChanged 4 Iteration 28Q: 3 clusters Score -174358 nChanged 2 Iteration 29Q: 3 clusters Score -174360 nChanged 1 Iteration 30Q: 3 clusters Score -174361.2 nChanged 0 Iteration 31F: 3 clusters Score -174361.2 nChanged 0 Trying to split cluster 3 (702 points) Iteration 0F: 2 clusters Score -39862.21 nChanged 0 Iteration 0F: 3 clusters Score -38097.36 nChanged 139 Iteration 1F: 3 clusters Score -38324.55 nChanged 38 Iteration 2F: 3 clusters Score -38401.31 nChanged 18 Iteration 3Q: 3 clusters Score -38445.71 nChanged 5 Iteration 4Q: 3 clusters Score -38453.27 nChanged 6 Iteration 5Q: 3 clusters Score -38462.74 nChanged 3 Iteration 6Q: 3 clusters Score -38470.38 nChanged 1 Iteration 7Q: 3 clusters Score -38472.07 nChanged 0 Iteration 8F: 3 clusters Score -38472.07 nChanged 0 Trying to split cluster 4 (674 points) Iteration 0F: 2 clusters Score -31950.16 nChanged 0 Iteration 0F: 3 clusters Score -30223.65 nChanged 145 Iteration 1F: 3 clusters Score -30470.04 nChanged 38 Iteration 2F: 3 clusters Score -30598.7 nChanged 27 Iteration 3Q: 3 clusters Score -30652.55 nChanged 15 Iteration 4Q: 3 clusters Score -30675.77 nChanged 11 Iteration 5Q: 3 clusters Score -30695.81 nChanged 11 Iteration 6Q: 3 clusters Score -30726.18 nChanged 11 Iteration 7Q: 3 clusters Score -30746.26 nChanged 8 Iteration 8Q: 3 clusters Score -30758.43 nChanged 5 Iteration 9Q: 3 clusters Score -30775.26 nChanged 0 Iteration 10F: 3 clusters Score -30775.26 nChanged 0 Trying to split cluster 5 (2281 points) Iteration 0F: 2 clusters Score -156924.4 nChanged 0 Iteration 0F: 3 clusters Score -154021.9 nChanged 755 Iteration 1F: 3 clusters Score -154544.6 nChanged 153 Iteration 2F: 3 clusters Score -154663.2 nChanged 101 Iteration 3Q: 3 clusters Score -154742.5 nChanged 67 Iteration 4Q: 3 clusters Score -154788.3 nChanged 45 Iteration 5Q: 3 clusters Score -154818.9 nChanged 30 Iteration 6Q: 3 clusters Score -154838.9 nChanged 23 Iteration 7Q: 3 clusters Score -154856.8 nChanged 25 Iteration 8Q: 3 clusters Score -154876.2 nChanged 20 Iteration 9Q: 3 clusters Score -154891.3 nChanged 20 Iteration 10Q: 3 clusters Score -154907.1 nChanged 22 Iteration 11Q: 3 clusters Score -154920.8 nChanged 19 Iteration 12Q: 3 clusters Score -154935.1 nChanged 18 Iteration 13Q: 3 clusters Score -154945.8 nChanged 10 Iteration 14Q: 3 clusters Score -154951.1 nChanged 7 Iteration 15Q: 3 clusters Score -154954.2 nChanged 3 Iteration 16Q: 3 clusters Score -154956.3 nChanged 5 Iteration 17Q: 3 clusters Score -154958.2 nChanged 1 Iteration 18Q: 3 clusters Score -154958.7 nChanged 3 Iteration 19Q: 3 clusters Score -154960.2 nChanged 1 Iteration 20F: 3 clusters Score -154960.8 nChanged 1 Iteration 21Q: 3 clusters Score -154961.2 nChanged 0 Iteration 22F: 3 clusters Score -154961.2 nChanged 0 Trying to split cluster 7 (1440 points) Iteration 0F: 2 clusters Score -89113.28 nChanged 0 Iteration 0F: 3 clusters Score -86759.09 nChanged 397 Iteration 1F: 3 clusters Score -87155.29 nChanged 114 Iteration 2F: 3 clusters Score -87262.01 nChanged 43 Iteration 3Q: 3 clusters Score -87299.33 nChanged 31 Iteration 4Q: 3 clusters Score -87327.79 nChanged 22 Iteration 5Q: 3 clusters Score -87347.77 nChanged 19 Iteration 6Q: 3 clusters Score -87367.57 nChanged 14 Iteration 7Q: 3 clusters Score -87379.42 nChanged 10 Iteration 8Q: 3 clusters Score -87388.45 nChanged 9 Iteration 9Q: 3 clusters Score -87394.19 nChanged 4 Iteration 10Q: 3 clusters Score -87396.91 nChanged 4 Iteration 11Q: 3 clusters Score -87400.39 nChanged 1 Iteration 12Q: 3 clusters Score -87401.2 nChanged 1 Iteration 13Q: 3 clusters Score -87403.95 nChanged 3 Iteration 14Q: 3 clusters Score -87408.42 nChanged 2 Iteration 15Q: 3 clusters Score -87409.9 nChanged 3 Iteration 16Q: 3 clusters Score -87413.8 nChanged 2 Iteration 17Q: 3 clusters Score -87415.81 nChanged 3 Iteration 18Q: 3 clusters Score -87417.33 nChanged 3 Iteration 19Q: 3 clusters Score -87422.7 nChanged 7 Iteration 20F: 3 clusters Score -87431.16 nChanged 4 Iteration 21Q: 3 clusters Score -87435.13 nChanged 2 Iteration 22Q: 3 clusters Score -87436.05 nChanged 1 Iteration 23Q: 3 clusters Score -87437.88 nChanged 4 Iteration 24Q: 3 clusters Score -87440.67 nChanged 1 Iteration 25Q: 3 clusters Score -87441.65 nChanged 0 Iteration 26F: 3 clusters Score -87441.65 nChanged 0 Trying to split cluster 8 (901 points) Iteration 0F: 2 clusters Score -53847.37 nChanged 0 Iteration 0F: 3 clusters Score -51926.53 nChanged 233 Iteration 1F: 3 clusters Score -52230.24 nChanged 53 Iteration 2F: 3 clusters Score -52311.48 nChanged 27 Iteration 3Q: 3 clusters Score -52339.96 nChanged 16 Iteration 4Q: 3 clusters Score -52358.45 nChanged 6 Iteration 5Q: 3 clusters Score -52365.77 nChanged 1 Iteration 6Q: 3 clusters Score -52368.33 nChanged 2 Iteration 7Q: 3 clusters Score -52368.84 nChanged 1 Iteration 8Q: 3 clusters Score -52369.35 nChanged 1 Iteration 9Q: 3 clusters Score -52370.14 nChanged 1 Iteration 10Q: 3 clusters Score -52371.98 nChanged 0 Iteration 11F: 3 clusters Score -52371.98 nChanged 0 10->7 Clusters: Score -530591.500000, best is -531875.187500 Starting from 11 clusters... --- Clustering full data set of 8407 points --- Deleting Class 5. Lose 349.044067 but Gain 2385.720703 Iteration 0F: 10 clusters Score -488246.2 nChanged 6517 Deleting Class 7. Lose 1130.161255 but Gain 2385.720703 Iteration 1F: 9 clusters Score -506177.4 nChanged 3428 Deleting Class 10. Lose 1558.463989 but Gain 2385.720703 Iteration 2F: 8 clusters Score -518684.2 nChanged 2230 Deleting Class 1. Lose 1941.378418 but Gain 2385.719727 Iteration 3F: 7 clusters Score -524068.9 nChanged 1593 Deleting Class 4. Lose 2368.721680 but Gain 2385.720703 Iteration 4F: 6 clusters Score -527551.6 nChanged 1166 Iteration 5F: 6 clusters Score -530190.2 nChanged 445 Iteration 6F: 6 clusters Score -530791 nChanged 303 Iteration 7Q: 6 clusters Score -531164.8 nChanged 253 Iteration 8Q: 6 clusters Score -531463 nChanged 211 Iteration 9Q: 6 clusters Score -531681.9 nChanged 147 Iteration 10Q: 6 clusters Score -531795.8 nChanged 97 Iteration 11Q: 6 clusters Score -531850.7 nChanged 64 Iteration 12Q: 6 clusters Score -531892.6 nChanged 50 Iteration 13Q: 6 clusters Score -531918.7 nChanged 36 Iteration 14Q: 6 clusters Score -531941.3 nChanged 15 Iteration 15Q: 6 clusters Score -531948.6 nChanged 13 Iteration 16Q: 6 clusters Score -531954.5 nChanged 10 Iteration 17Q: 6 clusters Score -531957.2 nChanged 8 Iteration 18Q: 6 clusters Score -531960.9 nChanged 7 Iteration 19Q: 6 clusters Score -531964.7 nChanged 5 Iteration 20F: 6 clusters Score -531965.7 nChanged 3 Iteration 21Q: 6 clusters Score -531966.8 nChanged 2 Iteration 22Q: 6 clusters Score -531966.9 nChanged 1 Iteration 23Q: 6 clusters Score -531968.2 nChanged 2 Iteration 24Q: 6 clusters Score -531968.9 nChanged 1 Iteration 25Q: 6 clusters Score -531970.6 nChanged 0 Iteration 26F: 6 clusters Score -531970.6 nChanged 0 Trying to split cluster 2 (1364 points) Iteration 0F: 2 clusters Score -90846.59 nChanged 0 Iteration 0F: 3 clusters Score -88551.36 nChanged 390 Iteration 1F: 3 clusters Score -88921.12 nChanged 95 Iteration 2F: 3 clusters Score -89033.34 nChanged 49 Iteration 3Q: 3 clusters Score -89088.43 nChanged 22 Iteration 4Q: 3 clusters Score -89114.72 nChanged 18 Iteration 5Q: 3 clusters Score -89132.87 nChanged 16 Iteration 6Q: 3 clusters Score -89150.69 nChanged 10 Iteration 7Q: 3 clusters Score -89160.14 nChanged 7 Iteration 8Q: 3 clusters Score -89166.38 nChanged 5 Iteration 9Q: 3 clusters Score -89169.91 nChanged 6 Iteration 10Q: 3 clusters Score -89173.22 nChanged 2 Iteration 11Q: 3 clusters Score -89175.2 nChanged 3 Iteration 12Q: 3 clusters Score -89179.05 nChanged 3 Iteration 13Q: 3 clusters Score -89180.46 nChanged 3 Iteration 14Q: 3 clusters Score -89182.02 nChanged 2 Iteration 15Q: 3 clusters Score -89185.22 nChanged 2 Iteration 16Q: 3 clusters Score -89186.98 nChanged 2 Iteration 17Q: 3 clusters Score -89189.36 nChanged 1 Iteration 18Q: 3 clusters Score -89189.8 nChanged 0 Iteration 19F: 3 clusters Score -89189.8 nChanged 0 Trying to split cluster 3 (1819 points) Iteration 0F: 2 clusters Score -112789.7 nChanged 0 Iteration 0F: 3 clusters Score -110188.9 nChanged 520 Iteration 1F: 3 clusters Score -110614.9 nChanged 141 Iteration 2F: 3 clusters Score -110757.3 nChanged 82 Iteration 3Q: 3 clusters Score -110848.2 nChanged 61 Iteration 4Q: 3 clusters Score -110915.2 nChanged 45 Iteration 5Q: 3 clusters Score -110963.7 nChanged 35 Iteration 6Q: 3 clusters Score -111001.5 nChanged 34 Iteration 7Q: 3 clusters Score -111046.1 nChanged 43 Iteration 8Q: 3 clusters Score -111088.3 nChanged 36 Iteration 9Q: 3 clusters Score -111122.5 nChanged 25 Iteration 10Q: 3 clusters Score -111155.6 nChanged 24 Iteration 11Q: 3 clusters Score -111177.4 nChanged 14 Iteration 12Q: 3 clusters Score -111188.9 nChanged 8 Iteration 13Q: 3 clusters Score -111196.8 nChanged 13 Iteration 14Q: 3 clusters Score -111210.5 nChanged 12 Iteration 15Q: 3 clusters Score -111221.4 nChanged 9 Iteration 16Q: 3 clusters Score -111227.2 nChanged 5 Iteration 17Q: 3 clusters Score -111230.3 nChanged 6 Iteration 18Q: 3 clusters Score -111233.9 nChanged 4 Iteration 19Q: 3 clusters Score -111236.7 nChanged 3 Iteration 20F: 3 clusters Score -111239.3 nChanged 1 Iteration 21Q: 3 clusters Score -111240.2 nChanged 1 Iteration 22Q: 3 clusters Score -111242.2 nChanged 4 Iteration 23Q: 3 clusters Score -111243.9 nChanged 2 Iteration 24Q: 3 clusters Score -111245.1 nChanged 1 Iteration 25Q: 3 clusters Score -111245.6 nChanged 0 Iteration 26F: 3 clusters Score -111245.6 nChanged 0 Trying to split cluster 6 (1028 points) Iteration 0F: 2 clusters Score -62646.74 nChanged 0 Iteration 0F: 3 clusters Score -60623.57 nChanged 254 Iteration 1F: 3 clusters Score -60895.34 nChanged 65 Iteration 2F: 3 clusters Score -60975.79 nChanged 21 Iteration 3Q: 3 clusters Score -61009.08 nChanged 19 Iteration 4Q: 3 clusters Score -61034.4 nChanged 13 Iteration 5Q: 3 clusters Score -61049.05 nChanged 6 Iteration 6Q: 3 clusters Score -61056.05 nChanged 4 Iteration 7Q: 3 clusters Score -61059.07 nChanged 3 Iteration 8Q: 3 clusters Score -61062.11 nChanged 2 Iteration 9Q: 3 clusters Score -61063.5 nChanged 1 Iteration 10Q: 3 clusters Score -61065.04 nChanged 1 Iteration 11Q: 3 clusters Score -61065.43 nChanged 0 Iteration 12F: 3 clusters Score -61065.43 nChanged 0 Trying to split cluster 8 (3220 points) Iteration 0F: 2 clusters Score -233619.5 nChanged 0 Iteration 0F: 3 clusters Score -230101.9 nChanged 1097 Iteration 1F: 3 clusters Score -230818.9 nChanged 250 Iteration 2F: 3 clusters Score -231013.4 nChanged 172 Iteration 3F: 3 clusters Score -231128.3 nChanged 105 Iteration 4Q: 3 clusters Score -231196.1 nChanged 73 Iteration 5Q: 3 clusters Score -231248.2 nChanged 68 Iteration 6Q: 3 clusters Score -231299.1 nChanged 72 Iteration 7Q: 3 clusters Score -231347.6 nChanged 55 Iteration 8Q: 3 clusters Score -231384.5 nChanged 47 Iteration 9Q: 3 clusters Score -231407.5 nChanged 33 Iteration 10Q: 3 clusters Score -231426.9 nChanged 37 Iteration 11Q: 3 clusters Score -231447.2 nChanged 28 Iteration 12Q: 3 clusters Score -231461.7 nChanged 32 Iteration 13Q: 3 clusters Score -231480.7 nChanged 28 Iteration 14Q: 3 clusters Score -231497.7 nChanged 35 Iteration 15Q: 3 clusters Score -231514.3 nChanged 29 Iteration 16Q: 3 clusters Score -231531.4 nChanged 22 Iteration 17Q: 3 clusters Score -231545.9 nChanged 23 Iteration 18Q: 3 clusters Score -231555.9 nChanged 15 Iteration 19Q: 3 clusters Score -231564 nChanged 20 Iteration 20F: 3 clusters Score -231574.6 nChanged 18 Iteration 21Q: 3 clusters Score -231587.2 nChanged 17 Iteration 22Q: 3 clusters Score -231596.8 nChanged 22 Iteration 23Q: 3 clusters Score -231609.8 nChanged 15 Iteration 24Q: 3 clusters Score -231618.2 nChanged 16 Iteration 25Q: 3 clusters Score -231626.4 nChanged 13 Iteration 26Q: 3 clusters Score -231631 nChanged 9 Iteration 27Q: 3 clusters Score -231634.9 nChanged 9 Iteration 28Q: 3 clusters Score -231639.8 nChanged 8 Iteration 29Q: 3 clusters Score -231643.9 nChanged 5 Iteration 30Q: 3 clusters Score -231646.8 nChanged 10 Iteration 31Q: 3 clusters Score -231652.7 nChanged 12 Iteration 32Q: 3 clusters Score -231658.9 nChanged 7 Iteration 33Q: 3 clusters Score -231663 nChanged 4 Iteration 34Q: 3 clusters Score -231665.2 nChanged 6 Iteration 35Q: 3 clusters Score -231667.1 nChanged 9 Iteration 36Q: 3 clusters Score -231670.9 nChanged 9 Iteration 37Q: 3 clusters Score -231675.5 nChanged 11 Iteration 38Q: 3 clusters Score -231681.1 nChanged 6 Iteration 39Q: 3 clusters Score -231683.6 nChanged 7 Iteration 40F: 3 clusters Score -231686.5 nChanged 6 Iteration 41Q: 3 clusters Score -231688.8 nChanged 4 Iteration 42Q: 3 clusters Score -231691.1 nChanged 4 Iteration 43Q: 3 clusters Score -231692.7 nChanged 4 Iteration 44Q: 3 clusters Score -231693.8 nChanged 3 Iteration 45Q: 3 clusters Score -231694.8 nChanged 4 Iteration 46Q: 3 clusters Score -231697 nChanged 5 Iteration 47Q: 3 clusters Score -231699 nChanged 5 Iteration 48Q: 3 clusters Score -231701.3 nChanged 2 Iteration 49Q: 3 clusters Score -231702.2 nChanged 4 Iteration 50Q: 3 clusters Score -231703.8 nChanged 4 Iteration 51Q: 3 clusters Score -231705.6 nChanged 3 Iteration 52Q: 3 clusters Score -231706.7 nChanged 2 Iteration 53Q: 3 clusters Score -231707.4 nChanged 1 Iteration 54Q: 3 clusters Score -231707.8 nChanged 0 Iteration 55F: 3 clusters Score -231707.8 nChanged 0 Trying to split cluster 9 (975 points) Iteration 0F: 2 clusters Score -46954.14 nChanged 0 Iteration 0F: 3 clusters Score -44987.69 nChanged 244 Iteration 1F: 3 clusters Score -45366.85 nChanged 99 Iteration 2F: 3 clusters Score -45590.67 nChanged 60 Iteration 3F: 3 clusters Score -45721.14 nChanged 35 Iteration 4Q: 3 clusters Score -45781.81 nChanged 26 Iteration 5Q: 3 clusters Score -45821.92 nChanged 11 Iteration 6Q: 3 clusters Score -45835.47 nChanged 11 Iteration 7Q: 3 clusters Score -45849.25 nChanged 4 Iteration 8Q: 3 clusters Score -45852.65 nChanged 2 Iteration 9Q: 3 clusters Score -45860.23 nChanged 2 Iteration 10Q: 3 clusters Score -45864.25 nChanged 3 Iteration 11Q: 3 clusters Score -45870.43 nChanged 1 Iteration 12Q: 3 clusters Score -45871.56 nChanged 2 Iteration 13Q: 3 clusters Score -45878.11 nChanged 2 Iteration 14Q: 3 clusters Score -45880.41 nChanged 0 Iteration 15F: 3 clusters Score -45880.41 nChanged 0 11->6 Clusters: Score -531970.562500, best is -531875.187500 THE BEST YET! Starting from 12 clusters... --- Clustering full data set of 8407 points --- Deleting Class 4. Lose 342.914825 but Gain 2385.720703 Iteration 0F: 11 clusters Score -485635.9 nChanged 6641 Deleting Class 8. Lose 934.847168 but Gain 2385.720703 Iteration 1F: 10 clusters Score -505378.1 nChanged 3341 Deleting Class 5. Lose 1087.923218 but Gain 2385.720703 Iteration 2F: 9 clusters Score -516840 nChanged 1954 Deleting Class 11. Lose 1361.086548 but Gain 2385.720703 Iteration 3F: 8 clusters Score -522024 nChanged 1364 Deleting Class 3. Lose 2008.515991 but Gain 2385.719727 Iteration 4F: 7 clusters Score -525057.7 nChanged 962 Iteration 5F: 7 clusters Score -527360.7 nChanged 469 Iteration 6F: 7 clusters Score -528152.9 nChanged 367 Iteration 7Q: 7 clusters Score -528709.2 nChanged 307 Iteration 8Q: 7 clusters Score -529145.6 nChanged 227 Iteration 9Q: 7 clusters Score -529458.6 nChanged 184 Iteration 10Q: 7 clusters Score -529641.1 nChanged 128 Iteration 11Q: 7 clusters Score -529759.9 nChanged 107 Iteration 12Q: 7 clusters Score -529837.5 nChanged 79 Iteration 13Q: 7 clusters Score -529891.2 nChanged 61 Iteration 14Q: 7 clusters Score -529934.8 nChanged 60 Iteration 15Q: 7 clusters Score -529983.4 nChanged 53 Iteration 16Q: 7 clusters Score -530035.2 nChanged 40 Iteration 17Q: 7 clusters Score -530075.8 nChanged 42 Iteration 18Q: 7 clusters Score -530115.6 nChanged 45 Iteration 19Q: 7 clusters Score -530145.9 nChanged 40 Iteration 20F: 7 clusters Score -530177.4 nChanged 37 Iteration 21Q: 7 clusters Score -530210.2 nChanged 20 Iteration 22Q: 7 clusters Score -530226.4 nChanged 20 Iteration 23Q: 7 clusters Score -530239.5 nChanged 16 Iteration 24Q: 7 clusters Score -530249.2 nChanged 13 Iteration 25Q: 7 clusters Score -530255.6 nChanged 9 Iteration 26Q: 7 clusters Score -530261.8 nChanged 14 Iteration 27Q: 7 clusters Score -530270.1 nChanged 12 Iteration 28Q: 7 clusters Score -530279.6 nChanged 7 Iteration 29Q: 7 clusters Score -530283.5 nChanged 4 Iteration 30Q: 7 clusters Score -530286.6 nChanged 3 Iteration 31Q: 7 clusters Score -530287.5 nChanged 0 Iteration 32F: 7 clusters Score -530287.5 nChanged 0 Trying to split cluster 1 (1313 points) Iteration 0F: 2 clusters Score -81431.3 nChanged 0 Iteration 0F: 3 clusters Score -79171.08 nChanged 356 Iteration 1F: 3 clusters Score -79488.84 nChanged 83 Iteration 2F: 3 clusters Score -79582.57 nChanged 51 Iteration 3Q: 3 clusters Score -79660.77 nChanged 40 Iteration 4Q: 3 clusters Score -79711.31 nChanged 31 Iteration 5Q: 3 clusters Score -79752.05 nChanged 20 Iteration 6Q: 3 clusters Score -79779.94 nChanged 20 Iteration 7Q: 3 clusters Score -79799.95 nChanged 10 Iteration 8Q: 3 clusters Score -79812.14 nChanged 7 Iteration 9Q: 3 clusters Score -79819.08 nChanged 3 Iteration 10Q: 3 clusters Score -79822.21 nChanged 4 Iteration 11Q: 3 clusters Score -79827.63 nChanged 10 Iteration 12Q: 3 clusters Score -79844.32 nChanged 13 Iteration 13Q: 3 clusters Score -79859.89 nChanged 8 Iteration 14Q: 3 clusters Score -79870.92 nChanged 5 Iteration 15Q: 3 clusters Score -79874.43 nChanged 2 Iteration 16Q: 3 clusters Score -79875.85 nChanged 1 Iteration 17Q: 3 clusters Score -79877.59 nChanged 1 Iteration 18Q: 3 clusters Score -79879.54 nChanged 0 Iteration 19F: 3 clusters Score -79879.54 nChanged 0 Trying to split cluster 2 (492 points) Iteration 0F: 2 clusters Score -25022.09 nChanged 0 Iteration 0F: 3 clusters Score -23465.12 nChanged 80 Iteration 1F: 3 clusters Score -23635.26 nChanged 14 Iteration 2Q: 3 clusters Score -23666.11 nChanged 5 Iteration 3Q: 3 clusters Score -23679.44 nChanged 0 Iteration 4F: 3 clusters Score -23679.44 nChanged 0 Trying to split cluster 6 (534 points) Iteration 0F: 2 clusters Score -24532.74 nChanged 0 Iteration 0F: 3 clusters Score -22954.11 nChanged 111 Iteration 1F: 3 clusters Score -23162.93 nChanged 26 Iteration 2Q: 3 clusters Score -23228.25 nChanged 16 Iteration 3Q: 3 clusters Score -23281.43 nChanged 10 Iteration 4Q: 3 clusters Score -23305.07 nChanged 6 Iteration 5Q: 3 clusters Score -23314.66 nChanged 1 Iteration 6Q: 3 clusters Score -23316.56 nChanged 1 Iteration 7Q: 3 clusters Score -23317.88 nChanged 1 Iteration 8Q: 3 clusters Score -23319.74 nChanged 2 Iteration 9Q: 3 clusters Score -23329.31 nChanged 0 Iteration 10F: 3 clusters Score -23329.31 nChanged 0 Trying to split cluster 7 (1072 points) Iteration 0F: 2 clusters Score -68170.12 nChanged 0 Iteration 0F: 3 clusters Score -66102.01 nChanged 284 Iteration 1F: 3 clusters Score -66460.02 nChanged 72 Iteration 2F: 3 clusters Score -66583.47 nChanged 38 Iteration 3Q: 3 clusters Score -66640.06 nChanged 23 Iteration 4Q: 3 clusters Score -66688.01 nChanged 24 Iteration 5Q: 3 clusters Score -66732.95 nChanged 20 Iteration 6Q: 3 clusters Score -66760.6 nChanged 14 Iteration 7Q: 3 clusters Score -66784.42 nChanged 11 Iteration 8Q: 3 clusters Score -66800.92 nChanged 9 Iteration 9Q: 3 clusters Score -66810.79 nChanged 8 Iteration 10Q: 3 clusters Score -66821.05 nChanged 6 Iteration 11Q: 3 clusters Score -66830.73 nChanged 3 Iteration 12Q: 3 clusters Score -66836.77 nChanged 5 Iteration 13Q: 3 clusters Score -66844.9 nChanged 4 Iteration 14Q: 3 clusters Score -66851.58 nChanged 6 Iteration 15Q: 3 clusters Score -66856.2 nChanged 2 Iteration 16Q: 3 clusters Score -66861.95 nChanged 4 Iteration 17Q: 3 clusters Score -66867.25 nChanged 3 Iteration 18Q: 3 clusters Score -66870.8 nChanged 0 Iteration 19F: 3 clusters Score -66870.8 nChanged 0 Trying to split cluster 9 (3431 points) Iteration 0F: 2 clusters Score -248095 nChanged 0 Iteration 0F: 3 clusters Score -244490.9 nChanged 1200 Iteration 1F: 3 clusters Score -245251.5 nChanged 251 Iteration 2F: 3 clusters Score -245419.5 nChanged 151 Iteration 3Q: 3 clusters Score -245529.6 nChanged 106 Iteration 4Q: 3 clusters Score -245593.8 nChanged 91 Iteration 5Q: 3 clusters Score -245652 nChanged 60 Iteration 6Q: 3 clusters Score -245685.6 nChanged 58 Iteration 7Q: 3 clusters Score -245719.6 nChanged 55 Iteration 8Q: 3 clusters Score -245758.3 nChanged 48 Iteration 9Q: 3 clusters Score -245786.4 nChanged 39 Iteration 10Q: 3 clusters Score -245810.6 nChanged 32 Iteration 11Q: 3 clusters Score -245831.7 nChanged 32 Iteration 12Q: 3 clusters Score -245851.1 nChanged 38 Iteration 13Q: 3 clusters Score -245869.9 nChanged 31 Iteration 14Q: 3 clusters Score -245884.9 nChanged 33 Iteration 15Q: 3 clusters Score -245902.8 nChanged 34 Iteration 16Q: 3 clusters Score -245923.2 nChanged 37 Iteration 17Q: 3 clusters Score -245943.9 nChanged 49 Iteration 18Q: 3 clusters Score -245978.4 nChanged 61 Iteration 19Q: 3 clusters Score -246017 nChanged 62 Iteration 20F: 3 clusters Score -246065.7 nChanged 58 Iteration 21Q: 3 clusters Score -246112.8 nChanged 73 Iteration 22Q: 3 clusters Score -246173.8 nChanged 76 Iteration 23Q: 3 clusters Score -246239.7 nChanged 77 Iteration 24Q: 3 clusters Score -246298.5 nChanged 74 Iteration 25Q: 3 clusters Score -246361 nChanged 76 Iteration 26Q: 3 clusters Score -246421.8 nChanged 67 Iteration 27Q: 3 clusters Score -246478.2 nChanged 74 Iteration 28Q: 3 clusters Score -246544.3 nChanged 63 Iteration 29Q: 3 clusters Score -246606.6 nChanged 58 Iteration 30Q: 3 clusters Score -246650.9 nChanged 44 Iteration 31Q: 3 clusters Score -246679.3 nChanged 32 Iteration 32Q: 3 clusters Score -246699 nChanged 27 Iteration 33Q: 3 clusters Score -246720.9 nChanged 23 Iteration 34Q: 3 clusters Score -246735.6 nChanged 17 Iteration 35Q: 3 clusters Score -246745.5 nChanged 14 Iteration 36Q: 3 clusters Score -246752.3 nChanged 8 Iteration 37Q: 3 clusters Score -246755.2 nChanged 9 Iteration 38Q: 3 clusters Score -246760 nChanged 14 Iteration 39Q: 3 clusters Score -246770.2 nChanged 8 Iteration 40F: 3 clusters Score -246774.3 nChanged 8 Iteration 41Q: 3 clusters Score -246779.2 nChanged 5 Iteration 42Q: 3 clusters Score -246781.8 nChanged 4 Iteration 43Q: 3 clusters Score -246783.7 nChanged 0 Iteration 44F: 3 clusters Score -246783.7 nChanged 0 Trying to split cluster 10 (1564 points) Iteration 0F: 2 clusters Score -99456.42 nChanged 0 Iteration 0F: 3 clusters Score -96972.08 nChanged 459 Iteration 1F: 3 clusters Score -97343.79 nChanged 112 Iteration 2F: 3 clusters Score -97479.22 nChanged 71 Iteration 3Q: 3 clusters Score -97554.99 nChanged 45 Iteration 4Q: 3 clusters Score -97601.23 nChanged 35 Iteration 5Q: 3 clusters Score -97631.98 nChanged 17 Iteration 6Q: 3 clusters Score -97648.59 nChanged 18 Iteration 7Q: 3 clusters Score -97659.7 nChanged 10 Iteration 8Q: 3 clusters Score -97667.01 nChanged 4 Iteration 9Q: 3 clusters Score -97670.24 nChanged 3 Iteration 10Q: 3 clusters Score -97673.22 nChanged 5 Iteration 11Q: 3 clusters Score -97675.86 nChanged 1 Iteration 12Q: 3 clusters Score -97676.53 nChanged 0 Iteration 13F: 3 clusters Score -97676.53 nChanged 0 12->7 Clusters: Score -530287.500000, best is -531970.562500 That took 33.411438 seconds.