warning: commands will be executed using /bin/sh job 3509 at Fri Jul 31 09:45:00 2015 FileBase /isis1/Yuta/YutaData/YutaMouse32-150328/YutaMouse32-150328 ElecNo 10 UseFeatures 11111111111111111111111100000 DropLastNFeatures 0 UseDistributional 0 MaskStarts 500 MinClusters 20 MaxClusters 21 MaxPossibleClusters 200 nStarts 1 StartCluFile SplitEvery 40 SplitFirst 20 PenaltyK 0.000000 PenaltyKLogN 1.000000 Subset 3 FullStepEvery 20 MaxIter 10000 RandomSeed 1 Debug 0 SplitInfo 1 Verbose 1 DistDump 0 DistThresh 6.907755 ChangedThresh 0.050000 Log 1 SaveTempCluEveryIter 0 Screen 1 PriorPoint 1 SaveSorted 0 SaveCovarianceMeans 0 UseMaskedInitialConditions 0 AssignToFirstClosestMask 0 RamLimitGB -1.000000 AlwaysSplitBimodal 1 PointsForClusterMask 10.000000 MinMaskOverlap 0.000000 help 0 WARNING: You have chosen not to set a RAM limit, this may cause problems. This run is expected to use between 4.55 and 6.82 GB of RAM. Memory request: 2.27 GB would take us to total of 2.27 GB. ---------------------------------------------------------- Loaded 1265611 data points of dimension 24. MEMO: A lower score indicates a better clustering Starting from 20 clusters... Memory request: 0.76 GB would take us to total of 3.03 GB. ------ Running on subset of 421870 points ------ SP: Assigned 20 initial classes randomly. Deleting Class 19 (4380 points): Lose 514.096349 but Gain 2104.773529 Iteration 0F (34.590000 sec): 19 clusters Score: Raw -45378361.307381 + Penalty 37885.923529 = -45340475.383851 nChanged 397316 Iteration 1F (53.970000 sec): 19 clusters Score: Raw -46891835.664636 + Penalty 37885.923529 = -46853949.741107 nChanged 147445 Iteration 2F (72.530000 sec): 19 clusters Score: Raw -47214793.649648 + Penalty 37885.923529 = -47176907.726119 nChanged 94406 Iteration 3F (93.440000 sec): 19 clusters Score: Raw -47337356.267949 + Penalty 37885.923529 = -47299470.344419 nChanged 70242 Iteration 4F (113.110000 sec): 19 clusters Score: Raw -47421258.307529 + Penalty 37885.923529 = -47383372.384000 nChanged 57081 Deleting Class 12 (966 points): Lose 1609.481202 but Gain 2104.773529 Iteration 5F (132.930000 sec): 18 clusters Score: Raw -47485195.912190 + Penalty 35781.150000 = -47449414.762190 nChanged 45796 Deleting Class 4 (1875 points): Lose 1672.046185 but Gain 2104.773529 Iteration 6F (151.220000 sec): 17 clusters Score: Raw -47538060.888035 + Penalty 33676.376471 = -47504384.511564 nChanged 33330 Iteration 7F (169.180000 sec): 17 clusters Score: Raw -47573043.898676 + Penalty 33676.376471 = -47539367.522205 nChanged 20108 Deleting Class 3 (1337 points): Lose 1926.052865 but Gain 2104.773529 Iteration 8Q (182.550000 sec): 16 clusters Score: Raw -47587959.649530 + Penalty 31571.602941 = -47556388.046588 nChanged 14790 Iteration 9Q (195.500000 sec): 16 clusters Score: Raw -47598801.482623 + Penalty 31571.602941 = -47567229.879682 nChanged 9429 Iteration 10Q (208.430000 sec): 16 clusters Score: Raw -47604142.336335 + Penalty 31571.602941 = -47572570.733393 nChanged 7130 Iteration 11Q (220.930000 sec): 16 clusters Score: Raw -47607576.990363 + Penalty 31571.602941 = -47576005.387422 nChanged 5614 Iteration 12Q (231.930000 sec): 16 clusters Score: Raw -47610045.573880 + Penalty 31571.602941 = -47578473.970939 nChanged 4727 Deleting Class 8 (1521 points): Lose 2082.465510 but Gain 2104.773529 Iteration 13Q (244.360000 sec): 15 clusters Score: Raw -47610037.702955 + Penalty 29466.829412 = -47580570.873544 nChanged 5538 Iteration 14Q (256.900000 sec): 15 clusters Score: Raw -47614137.932071 + Penalty 29466.829412 = -47584671.102659 nChanged 3679 Iteration 15Q (269.770000 sec): 15 clusters Score: Raw -47616671.522586 + Penalty 29466.829412 = -47587204.693174 nChanged 3207 Iteration 16Q (282.820000 sec): 15 clusters Score: Raw -47619805.993617 + Penalty 29466.829412 = -47590339.164205 nChanged 2671 Iteration 17Q (295.130000 sec): 15 clusters Score: Raw -47621499.104513 + Penalty 29466.829412 = -47592032.275101 nChanged 1864 Iteration 18Q (307.840000 sec): 15 clusters Score: Raw -47621908.693095 + Penalty 29466.829412 = -47592441.863683 nChanged 1147 Iteration 19Q (321.680000 sec): 15 clusters Score: Raw -47622045.627102 + Penalty 29466.829412 = -47592578.797690 nChanged 697 Writing temp clu file Because OldScore, -47592441.863683, is greater than current (better) Score,-47592578.797690 Compute initial score before splitting: Score: Raw -47622045.627102 + Penalty 29466.829412 = -47592578.797690 Memory request: 0.49 GB would take us to total of 3.52 GB. Trying to split cluster 1 (270943 points) SP: Assigned 2 initial classes randomly. SP:Iteration 0F (323.280000 sec): 2 clusters Score: Raw -31036465.621490 + Penalty 2032.820359 = -31034432.801131 nChanged 0 SP: Assigned 3 initial classes randomly. SP:Iteration 0F (325.070000 sec): 3 clusters Score: Raw -30855472.177161 + Penalty 4065.640717 = -30851406.536444 nChanged 131969 SP:Iteration 1F (326.720000 sec): 3 clusters Score: Raw -30936663.866291 + Penalty 4065.640717 = -30932598.225573 nChanged 9119 SP:Iteration 2Q (328.720000 sec): 3 clusters Score: Raw -30939885.233975 + Penalty 4065.640717 = -30935819.593258 nChanged 10978 SP:Iteration 3Q (331.010000 sec): 3 clusters Score: Raw -30944711.601132 + Penalty 4065.640717 = -30940645.960415 nChanged 13071 SP:Iteration 4Q (333.360000 sec): 3 clusters Score: Raw -30951858.789576 + Penalty 4065.640717 = -30947793.148859 nChanged 15302 SP:Iteration 5F (335.540000 sec): 3 clusters Score: Raw -30961711.248683 + Penalty 4065.640717 = -30957645.607966 nChanged 17070 SP:Iteration 6F (337.470000 sec): 3 clusters Score: Raw -30973997.226714 + Penalty 4065.640717 = -30969931.585996 nChanged 16860 SP:Iteration 7F (338.950000 sec): 3 clusters Score: Raw -30986685.652551 + Penalty 4065.640717 = -30982620.011834 nChanged 14980 SP:Iteration 8F (340.760000 sec): 3 clusters Score: Raw -30997597.142283 + Penalty 4065.640717 = -30993531.501566 nChanged 12205 SP:Iteration 9Q (342.760000 sec): 3 clusters Score: Raw -31005834.094504 + Penalty 4065.640717 = -31001768.453787 nChanged 9816 SP:Iteration 10Q (344.840000 sec): 3 clusters Score: Raw -31012037.458098 + Penalty 4065.640717 = -31007971.817381 nChanged 8086 SP:Iteration 11Q (346.950000 sec): 3 clusters Score: Raw -31017121.316358 + Penalty 4065.640717 = -31013055.675641 nChanged 7045 SP:Iteration 12Q (348.980000 sec): 3 clusters Score: Raw -31021590.442994 + Penalty 4065.640717 = -31017524.802276 nChanged 6042 SP:Iteration 13Q (350.800000 sec): 3 clusters Score: Raw -31025453.356250 + Penalty 4065.640717 = -31021387.715532 nChanged 5080 SP:Iteration 14Q (352.300000 sec): 3 clusters Score: Raw -31028807.328934 + Penalty 4065.640717 = -31024741.688217 nChanged 4116 SP:Iteration 15Q (354.000000 sec): 3 clusters Score: Raw -31031658.810469 + Penalty 4065.640717 = -31027593.169751 nChanged 3145 SP:Iteration 16Q (355.830000 sec): 3 clusters Score: Raw -31033824.719579 + Penalty 4065.640717 = -31029759.078862 nChanged 2149 SP:Iteration 17Q (357.560000 sec): 3 clusters Score: Raw -31035217.391197 + Penalty 4065.640717 = -31031151.750480 nChanged 1489 SP:Iteration 18Q (359.210000 sec): 3 clusters Score: Raw -31036109.827423 + Penalty 4065.640717 = -31032044.186706 nChanged 1077 SP:Iteration 19Q (360.680000 sec): 3 clusters Score: Raw -31036721.078033 + Penalty 4065.640717 = -31032655.437316 nChanged 778 SP:Iteration 20F (362.390000 sec): 3 clusters Score: Raw -31037142.021348 + Penalty 4065.640717 = -31033076.380630 nChanged 591 SP:Iteration 21Q (364.010000 sec): 3 clusters Score: Raw -31037433.300413 + Penalty 4065.640717 = -31033367.659696 nChanged 504 SP:Iteration 22Q (365.710000 sec): 3 clusters Score: Raw -31037634.332286 + Penalty 4065.640717 = -31033568.691569 nChanged 377 SP:Iteration 23Q (367.650000 sec): 3 clusters Score: Raw -31037766.778050 + Penalty 4065.640717 = -31033701.137332 nChanged 332 SP:Iteration 24Q (369.650000 sec): 3 clusters Score: Raw -31037863.774132 + Penalty 4065.640717 = -31033798.133415 nChanged 241 SP:Iteration 25Q (371.600000 sec): 3 clusters Score: