FileBase DT1_rLS_20150717_0um_150717_150211 ElecNo 6 UseFeatures DropLastNFeatures 1 UseDistributional 0 MaskStarts 500 MinClusters 20 MaxClusters 21 MaxPossibleClusters 50 nStarts 1 StartCluFile SplitEvery 40 SplitFirst 20 PenaltyK 0.000000 PenaltyKLogN 1.000000 Subset 1 FullStepEvery 20 MaxIter 10000 RandomSeed 1 Debug 0 SplitInfo 1 Verbose 1 DistDump 0 DistThresh 6.907755 ChangedThresh 0.050000 Log 1 SaveTempCluEveryIter 0 Screen 1 PriorPoint 1 SaveSorted 0 SaveCovarianceMeans 0 UseMaskedInitialConditions 0 AssignToFirstClosestMask 0 RamLimitGB 0.000000 AlwaysSplitBimodal 0 PointsForClusterMask 10.000000 MinMaskOverlap 0.000000 help 0 help 0 Starting KlustaKwik. Version: 0.3.0-nogit Setting RAM limit to total physical memory, 31.37 GB. Expected memory usage by array (largest first): Array LogP will use between 0.18 and 0.27 GB. - 8 bytes per element (scalar), 12209000 elements when full. - Memory usage scales as MaxPossibleClusters*nPoints. Array AllVector2Mean will use between 0.03 and 0.05 GB. - 8 bytes per element (scalar), 2197620 elements when full. - Memory usage scales as nPoints*nDims. Array Data will use between 0.01 and 0.01 GB. - 2 bytes per element (data_int), 2197620 elements when full. - Memory usage scales as nPoints*nDims. Array Masks will use between 0.00 and 0.01 GB. - 1 bytes per element (char), 2197620 elements when full. - Memory usage scales as nPoints*nDims. Array CharFloatMasks will use between 0.00 and 0.01 GB. - 1 bytes per element (char), 2197620 elements when full. - Memory usage scales as nPoints*nDims. Array Cov will use between 0.00 and 0.00 GB. - 8 bytes per element (scalar), 4050 elements when full. - Memory usage scales as MaxPossibleClusters*nDims*nDims. Note that nPoints=244180, nDims=9, MaxPossibleClusters=50 Total memory usage will be between 0.23 and 0.35 GB. RAM limit is set at 31.37 GB. ---------------------------------------------------------- Loaded 244180 data points of dimension 9. MEMO: A lower score indicates a better clustering Starting from 20 clusters... ------ Clustering full data set of 244180 points ------ SP: Assigned 20 initial classes randomly. Deleting Class 13 (3718 points): Lose 96.512506 but Gain 341.155676 Iteration 0F (2.496057 sec): 19 clusters Score: Raw -5543383.291505 + Penalty 6140.802164 = -5537242.489341 nChanged 230549 Iteration 1F (3.733883 sec): 19 clusters Score: Raw -6117775.002514 + Penalty 6140.802164 = -6111634.200350 nChanged 75353 Iteration 2F (4.968321 sec): 19 clusters Score: Raw -6198763.088732 + Penalty 6140.802164 = -6192622.286568 nChanged 44858 Iteration 3F (6.198363 sec): 19 clusters Score: Raw -6243434.114777 + Penalty 6140.802164 = -6237293.312613 nChanged 33062 Iteration 4F (7.434369 sec): 19 clusters Score: Raw -6274100.943010 + Penalty 6140.802164 = -6267960.140846 nChanged 26402 Iteration 5F (8.671465 sec): 19 clusters Score: Raw -6293732.935220 + Penalty 6140.802164 = -6287592.133056 nChanged 20894 Iteration 6F (9.886066 sec): 19 clusters Score: Raw -6308671.757205 + Penalty 6140.802164 = -6302530.955041 nChanged 17395 Iteration 7F (11.119878 sec): 19 clusters Score: Raw -6319498.000311 + Penalty 6140.802164 = -6313357.198147 nChanged 15393 Iteration 8F (12.356974 sec): 19 clusters Score: Raw -6328169.983661 + Penalty 6140.802164 = -6322029.181497 nChanged 13846 Iteration 9F (13.583911 sec): 19 clusters Score: Raw -6336407.675040 + Penalty 6140.802164 = -6330266.872876 nChanged 12897 Iteration 10F (14.827050 sec): 19 clusters Score: Raw -6343254.058087 + Penalty 6140.802164 = -6337113.255923 nChanged 12121 Iteration 11Q (15.819703 sec): 19 clusters Score: Raw -6349416.393036 + Penalty 6140.802164 = -6343275.590872 nChanged 11384 Iteration 12Q (16.809826 sec): 19 clusters Score: Raw -6355248.228397 + Penalty 6140.802164 = -6349107.426233 nChanged 10992 Iteration 13Q (17.787304 sec): 19 clusters Score: Raw -6361192.177362 + Penalty 6140.802164 = -6355051.375198 nChanged 10550 Iteration 14Q (18.704359 sec): 19 clusters Score: Raw -6367690.325562 + Penalty 6140.802164 = -6361549.523398 nChanged 10372 Iteration 15Q (19.697961 sec): 19 clusters Score: Raw -6373175.555876 + Penalty 6140.802164 = -6367034.753712 nChanged 9819 Iteration 16Q (20.653875 sec): 19 clusters Score: Raw -6377942.169881 + Penalty 6140.802164 = -6371801.367717