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12:49:02 [I] klustakwik KlustaKwik2 version 0.2.5
12:49:25 [I] klustakwik Number of spikes in data set: 144443
12:49:25 [I] klustakwik Number of unique masks in data set: 1187
12:49:25 [I] klustakwik Using mask starts with 500 clusters, data has 1187 unique masks
12:49:25 [I] klustakwik Clustering data set of 144443 points, 61 features
12:49:25 [I] klustakwik Starting iteration 0 with 500 clusters
12:49:43 [I] klustakwik Deleting cluster 42 (22 points): improves score by 5216.9588487
12:49:43 [I] klustakwik Iteration 1F: 500 clusters, 101027 changed, score=-28939006.929387
12:49:53 [I] klustakwik Deleting cluster 92 (1 points): improves score by 4976.17850177
12:49:53 [I] klustakwik Iteration 2F: 214 clusters, 33830 changed, score=-29299162.334228 (decreased by 360155.404842)
12:50:00 [I] klustakwik Deleting cluster 28 (3 points): improves score by 4886.57796063
12:50:00 [I] klustakwik Iteration 3F: 153 clusters, 18335 changed, score=-29364875.273320 (decreased by 65712.939091)
12:50:07 [I] klustakwik Deleting cluster 14 (9 points): improves score by 4511.37495601
12:50:07 [I] klustakwik Iteration 4F: 137 clusters, 12253 changed, score=-29398248.137656 (decreased by 33372.864336)
12:50:13 [I] klustakwik Deleting cluster 67 (2 points): improves score by 4217.30195596
12:50:13 [I] klustakwik Iteration 5F: 126 clusters, 9249 changed, score=-29416179.841842 (decreased by 17931.704187)
12:50:20 [I] klustakwik Deleting cluster 55 (4 points): improves score by 4083.37259648
12:50:20 [I] klustakwik Iteration 6F: 124 clusters, 7361 changed, score=-29431157.616342 (decreased by 14977.774500)
12:50:27 [I] klustakwik Deleting cluster 120 (144 points): improves score by 4368.26093465
12:50:27 [I] klustakwik Iteration 7F: 122 clusters, 6021 changed, score=-29444724.619794 (decreased by 13567.003453)
12:50:34 [I] klustakwik Deleting cluster 34 (5 points): improves score by 3698.69161676
12:50:34 [I] klustakwik Iteration 8F: 120 clusters, 4669 changed, score=-29456175.507353 (decreased by 11450.887559)
12:50:40 [I] klustakwik Deleting cluster 72 (1 points): improves score by 3187.88805772
12:50:40 [I] klustakwik Iteration 9F: 118 clusters, 3819 changed, score=-29463881.035035 (decreased by 7705.527682)
12:50:46 [I] klustakwik Deleting cluster 70 (2 points): improves score by 3095.88737652
12:50:46 [I] klustakwik Iteration 10F: 117 clusters, 3221 changed, score=-29472004.667719 (decreased by 8123.632684)
12:50:52 [I] klustakwik Deleting cluster 96 (1 points): improves score by 2826.67611013
12:50:52 [I] klustakwik Iteration 11F: 115 clusters, 2749 changed, score=-29477327.289219 (decreased by 5322.621500)
12:50:59 [I] klustakwik Deleting cluster 40 (1 points): improves score by 3881.65901919
12:50:59 [I] klustakwik Iteration 12F: 114 clusters, 2339 changed, score=-29481025.268185 (decreased by 3697.978966)
12:51:05 [I] klustakwik Deleting cluster 83 (2 points): improves score by 2672.41352454
12:51:05 [I] klustakwik Iteration 13F: 113 clusters, 2098 changed, score=-29484870.213842 (decreased by 3844.945657)
12:51:11 [I] klustakwik Deleting cluster 21 (404 points): improves score by 2548.64695577
12:51:11 [I] klustakwik Iteration 14F: 112 clusters, 2274 changed, score=-29487764.091343 (decreased by 2893.877501)
12:51:17 [I] klustakwik Deleting cluster 36 (127 points): improves score by 2512.99343598
12:51:17 [I] klustakwik Iteration 15F: 110 clusters, 1988 changed, score=-29490965.447200 (decreased by 3201.355857)
12:51:23 [I] klustakwik Deleting cluster 28 (115 points): improves score by 2397.5678834
12:51:23 [I] klustakwik Iteration 16F: 109 clusters, 1711 changed, score=-29493263.279159 (decreased by 2297.831958)
12:51:29 [I] klustakwik Deleting cluster 75 (1 points): improves score by 2309.57531342
12:51:29 [I] klustakwik Iteration 17F: 108 clusters, 1434 changed, score=-29496276.225732 (decreased by 3012.946573)
12:51:34 [I] klustakwik Deleting cluster 27 (143 points): improves score by 2237.34035218
12:51:34 [I] klustakwik Iteration 18F: 107 clusters, 1440 changed, score=-29498894.088151 (decreased by 2617.862419)
12:51:40 [I] klustakwik Deleting cluster 99 (3 points): improves score by 2190.00770881
12:51:40 [I] klustakwik Iteration 19F: 106 clusters, 1186 changed, score=-29501428.154083 (decreased by 2534.065932)
12:51:46 [I] klustakwik Deleting cluster 41 (9 points): improves score by 1979.2511135
12:51:46 [I] klustakwik Iteration 20F: 105 clusters, 1073 changed, score=-29503791.647386 (decreased by 2363.493303)
12:51:46 [I] klustakwik Trying to split clusters
12:53:47 [I] klustakwik Split into 105 clusters
12:53:53 [I] klustakwik Deleting cluster 79 (4 points): improves score by 1686.00843661
12:53:53 [I] klustakwik Iteration 21F: 105 clusters, 1091 changed, score=-29506376.145422 (decreased by 2584.498036)
12:53:58 [I] klustakwik Deleting cluster 71 (2 points): improves score by 1650.63302501
12:53:58 [I] klustakwik Iteration 22F: 104 clusters, 955 changed, score=-29508290.191112 (decreased by 1914.045690)
12:54:04 [I] klustakwik Deleting cluster 29 (14 points): improves score by 1712.22752241
12:54:04 [I] klustakwik Iteration 23F: 103 clusters, 907 changed, score=-29510090.594931 (decreased by 1800.403819)
12:54:10 [I] klustakwik Deleting cluster 22 (4 points): improves score by 1645.65409423
12:54:10 [I] klustakwik Iteration 24F: 102 clusters, 861 changed, score=-29511961.047415 (decreased by 1870.452484)
12:54:16 [I] klustakwik Deleting cluster 78 (3 points): improves score by 1616.10695691
12:54:16 [I] klustakwik Iteration 25F: 101 clusters, 736 changed, score=-29513776.082100 (decreased by 1815.034685)
12:54:22 [I] klustakwik Deleting cluster 60 (4 points): improves score by 1463.06677655
12:54:22 [I] klustakwik Iteration 26F: 100 clusters, 727 changed, score=-29515373.356754 (decreased by 1597.274654)
12:54:27 [I] klustakwik Deleting cluster 72 (3 points): improves score by 1422.52995471
12:54:28 [I] klustakwik Iteration 27F: 99 clusters, 635 changed, score=-29516936.545326 (decreased by 1563.188572)
12:54:33 [I] klustakwik Deleting cluster 82 (16 points): improves score by 1712.16304912
12:54:33 [I] klustakwik Iteration 28F: 98 clusters, 610 changed, score=-29518719.584574 (decreased by 1783.039248)
12:54:39 [I] klustakwik Deleting cluster 38 (8 points): improves score by 1404.54816102
12:54:39 [I] klustakwik Iteration 29F: 97 clusters, 561 changed, score=-29520252.079494 (decreased by 1532.494921)
12:54:45 [I] klustakwik Deleting cluster 17 (470 points): improves score by 1307.04603269
12:54:45 [I] klustakwik Iteration 30F: 96 clusters, 991 changed, score=-29521237.730545 (decreased by 985.651051)
12:54:50 [I] klustakwik Deleting cluster 83 (9 points): improves score by 1265.94088982
12:54:50 [I] klustakwik Iteration 31F: 95 clusters, 770 changed, score=-29523639.577998 (decreased by 2401.847453)
12:54:56 [I] klustakwik Deleting cluster 68 (5 points): improves score by 1246.00729644
12:54:56 [I] klustakwik Iteration 32F: 94 clusters, 585 changed, score=-29524220.624035 (decreased by 581.046037)
12:55:01 [I] klustakwik Deleting cluster 65 (10 points): improves score by 1218.52986633
12:55:01 [I] klustakwik Iteration 33F: 93 clusters, 508 changed, score=-29525600.009890 (decreased by 1379.385855)
12:55:07 [I] klustakwik Deleting cluster 33 (8 points): improves score by 1195.91090282
12:55:07 [I] klustakwik Iteration 34F: 92 clusters, 444 changed, score=-29526641.331734 (decreased by 1041.321843)
12:55:12 [I] klustakwik Deleting cluster 66 (6 points): improves score by 1195.04052363
12:55:12 [I] klustakwik Iteration 35F: 91 clusters, 423 changed, score=-29528119.132969 (decreased by 1477.801236)
12:55:17 [I] klustakwik Deleting cluster 59 (12 points): improves score by 1189.76529811
12:55:17 [I] klustakwik Iteration 36F: 90 clusters, 392 changed, score=-29529455.419500 (decreased by 1336.286531)
12:55:22 [I] klustakwik Deleting cluster 69 (3 points): improves score by 1177.14066484
12:55:22 [I] klustakwik Iteration 37F: 89 clusters, 373 changed, score=-29530688.912569 (decreased by 1233.493069)
12:55:28 [I] klustakwik Deleting cluster 37 (1 points): improves score by 1113.72306135
12:55:28 [I] klustakwik Iteration 38F: 88 clusters, 355 changed, score=-29531940.732739 (decreased by 1251.820170)
12:55:33 [I] klustakwik Deleting cluster 58 (33 points): improves score by 1109.19471424
12:55:33 [I] klustakwik Iteration 39F: 87 clusters, 359 changed, score=-29533073.326236 (decreased by 1132.593497)
12:55:38 [I] klustakwik Deleting cluster 64 (4 points): improves score by 1106.03799899
12:55:38 [I] klustakwik Iteration 40F: 86 clusters, 337 changed, score=-29534100.547127 (decreased by 1027.220891)
12:55:43 [I] klustakwik Deleting cluster 47 (3 points): improves score by 1059.01744117
12:55:43 [I] klustakwik Iteration 41F: 85 clusters, 304 changed, score=-29535155.368449 (decreased by 1054.821323)
12:55:49 [I] klustakwik Deleting cluster 64 (7 points): improves score by 1027.46925249
12:55:49 [I] klustakwik Iteration 42F: 84 clusters, 322 changed, score=-29536117.505110 (decreased by 962.136661)
12:55:54 [I] klustakwik Deleting cluster 61 (29 points): improves score by 1043.98083669
12:55:54 [I] klustakwik Iteration 43F: 83 clusters, 353 changed, score=-29537158.244572 (decreased by 1040.739462)
12:55:59 [I] klustakwik Deleting cluster 54 (7 points): improves score by 1005.20191708
12:55:59 [I] klustakwik Iteration 44F: 82 clusters, 341 changed, score=-29538223.698778 (decreased by 1065.454205)
12:56:04 [I] klustakwik Deleting cluster 53 (6 points): improves score by 983.286083885
12:56:04 [I] klustakwik Iteration 45F: 81 clusters, 351 changed, score=-29539264.511985 (decreased by 1040.813207)
12:56:10 [I] klustakwik Deleting cluster 55 (2 points): improves score by 962.031597238
12:56:10 [I] klustakwik Iteration 46F: 80 clusters, 421 changed, score=-29540328.096573 (decreased by 1063.584588)
12:56:15 [I] klustakwik Deleting cluster 51 (6 points): improves score by 948.779486891
12:56:15 [I] klustakwik Iteration 47F: 79 clusters, 401 changed, score=-29541865.517731 (decreased by 1537.421159)
12:56:20 [I] klustakwik Deleting cluster 28 (5 points): improves score by 943.696933769
12:56:20 [I] klustakwik Iteration 48F: 77 clusters, 459 changed, score=-29542929.694232 (decreased by 1064.176500)
12:56:24 [I] klustakwik Deleting cluster 58 (2 points): improves score by 906.736478299
12:56:24 [I] klustakwik Iteration 49F: 76 clusters, 524 changed, score=-29543935.440148 (decreased by 1005.745916)
12:56:29 [I] klustakwik Deleting cluster 51 (10 points): improves score by 889.212846853
12:56:29 [I] klustakwik Iteration 50F: 75 clusters, 573 changed, score=-29545032.508673 (decreased by 1097.068525)
12:56:34 [I] klustakwik Deleting cluster 58 (5 points): improves score by 887.039893229
12:56:34 [I] klustakwik Iteration 51F: 74 clusters, 551 changed, score=-29546103.026732 (decreased by 1070.518059)
12:56:39 [I] klustakwik Deleting cluster 69 (1 points): improves score by 834.785640243
12:56:39 [I] klustakwik Iteration 52F: 73 clusters, 535 changed, score=-29547123.843260 (decreased by 1020.816528)
12:56:43 [I] klustakwik Deleting cluster 52 (1 points): improves score by 806.110146414
12:56:43 [I] klustakwik Iteration 53F: 72 clusters, 480 changed, score=-29548098.798983 (decreased by 974.955723)
12:56:48 [I] klustakwik Deleting cluster 51 (5 points): improves score by 792.382625621
12:56:48 [I] klustakwik Iteration 54F: 71 clusters, 465 changed, score=-29548991.953925 (decreased by 893.154943)
12:56:53 [I] klustakwik Deleting cluster 61 (3 points): improves score by 742.924630605
12:56:53 [I] klustakwik Iteration 55F: 70 clusters, 428 changed, score=-29549807.463592 (decreased by 815.509667)
12:56:57 [I] klustakwik Deleting cluster 35 (30 points): improves score by 739.755068157
12:56:57 [I] klustakwik Iteration 56F: 69 clusters, 424 changed, score=-29550607.832032 (decreased by 800.368440)
12:57:02 [I] klustakwik Deleting cluster 40 (2 points): improves score by 733.595461052
12:57:02 [I] klustakwik Iteration 57F: 68 clusters, 367 changed, score=-29551531.136214 (decreased by 923.304182)
12:57:06 [I] klustakwik Deleting cluster 25 (2 points): improves score by 1213.83996901
12:57:07 [I] klustakwik Iteration 58F: 67 clusters, 321 changed, score=-29552386.753014 (decreased by 855.616799)
12:57:11 [I] klustakwik Deleting cluster 56 (5 points): improves score by 722.656811431
12:57:11 [I] klustakwik Iteration 59F: 66 clusters, 315 changed, score=-29554292.301439 (decreased by 1905.548425)
12:57:16 [I] klustakwik Deleting cluster 53 (2 points): improves score by 722.585791674
12:57:16 [I] klustakwik Iteration 60F: 64 clusters, 279 changed, score=-29555077.404583 (decreased by 785.103144)
12:57:16 [I] klustakwik Trying to split clusters
12:58:42 [I] klustakwik Deleting cluster 48 (2 points): improves score by 1076.71868309
12:58:42 [I] klustakwik Iteration 61F: 63 clusters, 259 changed, score=-29556203.787818 (decreased by 1126.383235)
12:58:47 [I] klustakwik Deleting cluster 55 (4 points): improves score by 664.944713391
12:58:47 [I] klustakwik Iteration 62F: 62 clusters, 244 changed, score=-29556924.274040 (decreased by 720.486223)
12:58:51 [I] klustakwik Deleting cluster 50 (29 points): improves score by 650.416761734
12:58:51 [I] klustakwik Iteration 63F: 61 clusters, 246 changed, score=-29557598.146256 (decreased by 673.872215)
12:58:56 [I] klustakwik Deleting cluster 58 (5 points): improves score by 734.870465696
12:58:56 [I] klustakwik Iteration 64F: 60 clusters, 247 changed, score=-29558245.338408 (decreased by 647.192152)
12:59:00 [I] klustakwik Deleting cluster 54 (8 points): improves score by 649.451058313
12:59:00 [I] klustakwik Iteration 65F: 59 clusters, 209 changed, score=-29558923.966307 (decreased by 678.627899)
12:59:05 [I] klustakwik Deleting cluster 50 (20 points): improves score by 648.410759084
12:59:05 [I] klustakwik Iteration 66F: 58 clusters, 238 changed, score=-29559575.022438 (decreased by 651.056130)
12:59:09 [I] klustakwik Deleting cluster 35 (7 points): improves score by 618.679398105
12:59:09 [I] klustakwik Iteration 67F: 57 clusters, 190 changed, score=-29560233.270031 (decreased by 658.247594)
12:59:13 [I] klustakwik Deleting cluster 46 (1 points): improves score by 616.204135284
12:59:13 [I] klustakwik Iteration 68F: 56 clusters, 155 changed, score=-29560869.102100 (decreased by 635.832068)
12:59:18 [I] klustakwik Deleting cluster 20 (8 points): improves score by 584.696238831
12:59:18 [I] klustakwik Iteration 69F: 55 clusters, 145 changed, score=-29561461.771704 (decreased by 592.669605)
12:59:22 [I] klustakwik Deleting cluster 37 (15 points): improves score by 584.67641357
12:59:22 [I] klustakwik Iteration 70F: 54 clusters, 148 changed, score=-29562054.609774 (decreased by 592.838070)
12:59:26 [I] klustakwik Deleting cluster 43 (7 points): improves score by 549.109316014
12:59:26 [I] klustakwik Iteration 71F: 53 clusters, 118 changed, score=-29562600.957891 (decreased by 546.348117)
12:59:30 [I] klustakwik Deleting cluster 50 (56 points): improves score by 511.570091978
12:59:30 [I] klustakwik Iteration 72F: 52 clusters, 145 changed, score=-29563142.196958 (decreased by 541.239067)
12:59:35 [I] klustakwik Deleting cluster 49 (25 points): improves score by 444.264354408
12:59:35 [I] klustakwik Iteration 73F: 51 clusters, 97 changed, score=-29563648.029696 (decreased by 505.832738)
12:59:39 [I] klustakwik Deleting cluster 18 (6 points): improves score by 389.854972966
12:59:39 [I] klustakwik Iteration 74F: 50 clusters, 59 changed, score=-29564056.712879 (decreased by 408.683183)
12:59:43 [I] klustakwik Deleting cluster 42 (8 points): improves score by 390.081042241
12:59:43 [I] klustakwik Iteration 75F: 49 clusters, 57 changed, score=-29564429.040995 (decreased by 372.328116)
12:59:47 [I] klustakwik Deleting cluster 40 (21 points): improves score by 368.817272987
12:59:47 [I] klustakwik Iteration 76F: 48 clusters, 76 changed, score=-29564809.694275 (decreased by 380.653280)
12:59:51 [I] klustakwik Deleting cluster 36 (154 points): improves score by 356.043441109
12:59:51 [I] klustakwik Iteration 77F: 47 clusters, 217 changed, score=-29565181.326822 (decreased by 371.632547)
12:59:55 [I] klustakwik Deleting cluster 43 (17 points): improves score by 327.3266614
12:59:55 [I] klustakwik Iteration 78F: 46 clusters, 96 changed, score=-29565708.498799 (decreased by 527.171977)
12:59:59 [I] klustakwik Deleting cluster 26 (21 points): improves score by 312.074442748
12:59:59 [I] klustakwik Iteration 79F: 45 clusters, 62 changed, score=-29566076.174087 (decreased by 367.675288)
13:00:03 [I] klustakwik Deleting cluster 29 (37 points): improves score by 311.416045938
13:00:03 [I] klustakwik Iteration 80F: 44 clusters, 84 changed, score=-29566400.437185 (decreased by 324.263097)
13:00:07 [I] klustakwik Deleting cluster 8 (17 points): improves score by 288.205311548
13:00:07 [I] klustakwik Iteration 81F: 43 clusters, 62 changed, score=-29566725.660730 (decreased by 325.223546)
13:00:11 [I] klustakwik Deleting cluster 37 (47 points): improves score by 274.862155523
13:00:11 [I] klustakwik Iteration 82F: 42 clusters, 94 changed, score=-29567014.539792 (decreased by 288.879062)
13:00:15 [I] klustakwik Deleting cluster 30 (38 points): improves score by 265.309311517
13:00:15 [I] klustakwik Iteration 83F: 41 clusters, 91 changed, score=-29567379.113272 (decreased by 364.573480)
13:00:18 [I] klustakwik Deleting cluster 26 (41 points): improves score by 254.548660066
13:00:18 [I] klustakwik Iteration 84F: 40 clusters, 102 changed, score=-29567736.461894 (decreased by 357.348622)
13:00:22 [I] klustakwik Deleting cluster 37 (42 points): improves score by 239.693893965
13:00:22 [I] klustakwik Iteration 85F: 39 clusters, 87 changed, score=-29568052.951758 (decreased by 316.489865)
13:00:26 [I] klustakwik Deleting cluster 34 (19 points): improves score by 203.830262437
13:00:26 [I] klustakwik Iteration 86F: 38 clusters, 78 changed, score=-29568289.645301 (decreased by 236.693543)
13:00:30 [I] klustakwik Deleting cluster 33 (29 points): improves score by 440.041927736
13:00:30 [I] klustakwik Iteration 87F: 37 clusters, 129 changed, score=-29568497.141952 (decreased by 207.496651)
13:00:33 [I] klustakwik Deleting cluster 33 (25 points): improves score by 164.594299216
13:00:33 [I] klustakwik Iteration 88F: 36 clusters, 60 changed, score=-29568964.523896 (decreased by 467.381944)
13:00:37 [I] klustakwik Deleting cluster 26 (124 points): improves score by 135.733266599
13:00:37 [I] klustakwik Iteration 89F: 35 clusters, 151 changed, score=-29569176.680289 (decreased by 212.156393)
13:00:41 [I] klustakwik Deleting cluster 30 (23 points): improves score by 32.720411431
13:00:41 [I] klustakwik Iteration 90F: 34 clusters, 90 changed, score=-29569449.456942 (decreased by 272.776653)
13:00:45 [I] klustakwik Iteration 91F: 33 clusters, 40 changed, score=-29569623.268266 (decreased by 173.811324)
13:00:48 [I] klustakwik Iteration 92F: 33 clusters, 28 changed, score=-29569627.154329 (decreased by 3.886063)
13:00:52 [I] klustakwik Iteration 93F: 33 clusters, 17 changed, score=-29569622.159220 (decreased by -4.995109)
13:00:55 [I] klustakwik Iteration 94F: 33 clusters, 11 changed, score=-29569622.494587 (decreased by 0.335367)
13:00:59 [I] klustakwik Iteration 95F: 33 clusters, 8 changed, score=-29569619.223001 (decreased by -3.271586)
13:01:03 [I] klustakwik Iteration 96F: 33 clusters, 8 changed, score=-29569615.313070 (decreased by -3.909931)
13:01:06 [I] klustakwik Iteration 97F: 33 clusters, 9 changed, score=-29569611.009175 (decreased by -4.303895)
13:01:10 [I] klustakwik Iteration 98F: 33 clusters, 7 changed, score=-29569609.294440 (decreased by -1.714735)
13:01:13 [I] klustakwik Iteration 99F: 33 clusters, 0 changed, score=-29569609.655979 (decreased by 0.361539)
13:01:13 [I] klustakwik No points changed and last step was full, so trying to split.
13:01:13 [I] klustakwik Trying to split clusters
13:02:40 [I] klustakwik No points changed, previous step was full and did not split, so finishing.