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12:44:44 [I] klustakwik KlustaKwik2 version 0.2.5
12:46:00 [I] klustakwik Number of spikes in data set: 343485
12:46:00 [I] klustakwik Number of unique masks in data set: 1833
12:46:00 [I] klustakwik Using mask starts with 500 clusters, data has 1833 unique masks
12:46:00 [I] klustakwik Clustering data set of 343485 points, 61 features
12:46:00 [I] klustakwik Starting iteration 0 with 500 clusters
12:46:42 [I] klustakwik Deleting cluster 408 (1 points): improves score by 9141.32723942
12:46:42 [I] klustakwik Iteration 1F: 499 clusters, 206202 changed, score=-68649663.171445
12:47:12 [I] klustakwik Deleting cluster 135 (3 points): improves score by 11623.9702706
12:47:12 [I] klustakwik Iteration 2F: 326 clusters, 64625 changed, score=-69442176.600287 (decreased by 792513.428843)
12:47:32 [I] klustakwik Deleting cluster 128 (1 points): improves score by 12048.2457951
12:47:32 [I] klustakwik Iteration 3F: 176 clusters, 39914 changed, score=-69656443.686777 (decreased by 214267.086490)
12:47:50 [I] klustakwik Deleting cluster 119 (1 points): improves score by 10710.2696639
12:47:50 [I] klustakwik Iteration 4F: 143 clusters, 33713 changed, score=-69786154.884754 (decreased by 129711.197977)
12:48:07 [I] klustakwik Deleting cluster 75 (1 points): improves score by 7517.14361702
12:48:07 [I] klustakwik Iteration 5F: 130 clusters, 27735 changed, score=-69865834.942667 (decreased by 79680.057913)
12:48:25 [I] klustakwik Deleting cluster 73 (1 points): improves score by 3483.716892
12:48:25 [I] klustakwik Iteration 6F: 127 clusters, 23278 changed, score=-69941174.389522 (decreased by 75339.446855)
12:48:41 [I] klustakwik Deleting cluster 87 (249 points): improves score by 2504.4907544
12:48:41 [I] klustakwik Iteration 7F: 122 clusters, 19419 changed, score=-69996117.159818 (decreased by 54942.770296)
12:48:58 [I] klustakwik Deleting cluster 49 (2 points): improves score by 2439.3367821
12:48:58 [I] klustakwik Iteration 8F: 121 clusters, 15840 changed, score=-70034915.887506 (decreased by 38798.727688)
12:49:15 [I] klustakwik Deleting cluster 91 (6 points): improves score by 2158.52418636
12:49:16 [I] klustakwik Iteration 9F: 120 clusters, 13255 changed, score=-70062948.325448 (decreased by 28032.437942)
12:49:33 [I] klustakwik Deleting cluster 51 (2 points): improves score by 4873.7559882
12:49:33 [I] klustakwik Iteration 10F: 118 clusters, 11120 changed, score=-70077980.271927 (decreased by 15031.946479)
12:49:50 [I] klustakwik Deleting cluster 85 (11 points): improves score by 1835.36404073
12:49:50 [I] klustakwik Iteration 11F: 117 clusters, 9574 changed, score=-70086990.518667 (decreased by 9010.246740)
12:50:06 [I] klustakwik Deleting cluster 65 (1 points): improves score by 1820.4745644
12:50:06 [I] klustakwik Iteration 12F: 115 clusters, 8565 changed, score=-70093893.977487 (decreased by 6903.458820)
12:50:22 [I] klustakwik Deleting cluster 112 (4 points): improves score by 1721.26997027
12:50:22 [I] klustakwik Iteration 13F: 114 clusters, 7985 changed, score=-70101358.521413 (decreased by 7464.543926)
12:50:39 [I] klustakwik Deleting cluster 55 (6 points): improves score by 1699.77979022
12:50:39 [I] klustakwik Iteration 14F: 112 clusters, 7509 changed, score=-70106808.858603 (decreased by 5450.337190)
12:50:55 [I] klustakwik Deleting cluster 37 (477 points): improves score by 1635.76471373
12:50:55 [I] klustakwik Iteration 15F: 111 clusters, 7670 changed, score=-70111919.072556 (decreased by 5110.213953)
12:51:11 [I] klustakwik Deleting cluster 28 (14 points): improves score by 1480.64005707
12:51:12 [I] klustakwik Iteration 16F: 110 clusters, 6944 changed, score=-70117246.932434 (decreased by 5327.859878)
12:51:28 [I] klustakwik Deleting cluster 21 (34 points): improves score by 1337.7355729
12:51:28 [I] klustakwik Iteration 17F: 109 clusters, 6653 changed, score=-70121320.243787 (decreased by 4073.311353)
12:51:45 [I] klustakwik Deleting cluster 32 (12 points): improves score by 1268.18969831
12:51:45 [I] klustakwik Iteration 18F: 108 clusters, 6420 changed, score=-70127096.646636 (decreased by 5776.402849)
12:52:00 [I] klustakwik Deleting cluster 37 (15 points): improves score by 1149.94100243
12:52:01 [I] klustakwik Iteration 19F: 106 clusters, 6093 changed, score=-70131638.663760 (decreased by 4542.017125)
12:52:16 [I] klustakwik Deleting cluster 59 (21 points): improves score by 1125.5389888
12:52:16 [I] klustakwik Iteration 20F: 105 clusters, 5811 changed, score=-70135977.846190 (decreased by 4339.182430)
12:52:16 [I] klustakwik Trying to split clusters
12:56:41 [I] klustakwik Deleting cluster 88 (10 points): improves score by 1064.3413762
12:56:41 [I] klustakwik Iteration 21F: 104 clusters, 5451 changed, score=-70140223.822746 (decreased by 4245.976555)
12:56:57 [I] klustakwik Deleting cluster 63 (5 points): improves score by 1058.45276076
12:56:57 [I] klustakwik Iteration 22F: 103 clusters, 5043 changed, score=-70144322.842049 (decreased by 4099.019304)
12:57:13 [I] klustakwik Deleting cluster 50 (663 points): improves score by 971.596011192
12:57:14 [I] klustakwik Iteration 23F: 102 clusters, 5443 changed, score=-70148717.456537 (decreased by 4394.614487)
12:57:29 [I] klustakwik Deleting cluster 73 (3 points): improves score by 1202.66584545
12:57:29 [I] klustakwik Iteration 24F: 101 clusters, 4298 changed, score=-70151964.599908 (decreased by 3247.143371)
12:57:45 [I] klustakwik Deleting cluster 24 (11 points): improves score by 881.747811571
12:57:45 [I] klustakwik Iteration 25F: 100 clusters, 3737 changed, score=-70154060.571899 (decreased by 2095.971991)
12:58:00 [I] klustakwik Deleting cluster 19 (34 points): improves score by 868.913839161
12:58:00 [I] klustakwik Iteration 26F: 99 clusters, 3365 changed, score=-70155620.859792 (decreased by 1560.287893)
12:58:15 [I] klustakwik Deleting cluster 43 (32 points): improves score by 806.893476725
12:58:15 [I] klustakwik Iteration 27F: 98 clusters, 3121 changed, score=-70157002.078645 (decreased by 1381.218853)
12:58:30 [I] klustakwik Deleting cluster 85 (16 points): improves score by 782.377725214
12:58:31 [I] klustakwik Iteration 28F: 97 clusters, 2872 changed, score=-70158270.255921 (decreased by 1268.177276)
12:58:46 [I] klustakwik Deleting cluster 57 (11 points): improves score by 743.315995678
12:58:46 [I] klustakwik Iteration 29F: 96 clusters, 2693 changed, score=-70159415.642394 (decreased by 1145.386473)
12:59:01 [I] klustakwik Deleting cluster 9 (6 points): improves score by 711.677259788
12:59:01 [I] klustakwik Iteration 30F: 95 clusters, 2546 changed, score=-70160327.089514 (decreased by 911.447120)
12:59:16 [I] klustakwik Deleting cluster 9 (5 points): improves score by 656.148436129
12:59:16 [I] klustakwik Iteration 31F: 94 clusters, 2377 changed, score=-70161343.352759 (decreased by 1016.263245)
12:59:31 [I] klustakwik Deleting cluster 79 (9 points): improves score by 644.596671984
12:59:31 [I] klustakwik Iteration 32F: 93 clusters, 2240 changed, score=-70162088.501289 (decreased by 745.148530)
12:59:47 [I] klustakwik Deleting cluster 54 (325 points): improves score by 520.410356611
12:59:49 [I] klustakwik Iteration 33F: 92 clusters, 2456 changed, score=-70162707.348032 (decreased by 618.846743)
13:00:05 [I] klustakwik Deleting cluster 57 (10 points): improves score by 484.229911938
13:00:05 [I] klustakwik Iteration 34F: 91 clusters, 2076 changed, score=-70163833.274407 (decreased by 1125.926375)
13:00:20 [I] klustakwik Deleting cluster 89 (25 points): improves score by 476.686731279
13:00:21 [I] klustakwik Iteration 35F: 89 clusters, 1984 changed, score=-70164502.989241 (decreased by 669.714834)
13:00:35 [I] klustakwik Deleting cluster 38 (12 points): improves score by 474.982829288
13:00:36 [I] klustakwik Iteration 36F: 89 clusters, 1876 changed, score=-70165086.489303 (decreased by 583.500062)
13:00:50 [I] klustakwik Deleting cluster 66 (5 points): improves score by 472.65019989
13:00:50 [I] klustakwik Iteration 37F: 88 clusters, 1724 changed, score=-70165644.646786 (decreased by 558.157483)
13:01:04 [I] klustakwik Deleting cluster 78 (12 points): improves score by 493.228845015
13:01:05 [I] klustakwik Iteration 38F: 87 clusters, 1675 changed, score=-70166286.344685 (decreased by 641.697900)
13:01:19 [I] klustakwik Deleting cluster 85 (10 points): improves score by 472.621589154
13:01:19 [I] klustakwik Iteration 39F: 85 clusters, 1764 changed, score=-70168408.853930 (decreased by 2122.509245)
13:01:34 [I] klustakwik Deleting cluster 4 (837 points): improves score by 499.411808565
13:01:34 [I] klustakwik Iteration 40F: 85 clusters, 2622 changed, score=-70170320.745733 (decreased by 1911.891802)
13:01:48 [I] klustakwik Deleting cluster 47 (21 points): improves score by 461.735678509
13:01:49 [I] klustakwik Iteration 41F: 84 clusters, 2170 changed, score=-70176155.481679 (decreased by 5834.735946)
13:02:03 [I] klustakwik Deleting cluster 73 (16 points): improves score by 412.817180932
13:02:03 [I] klustakwik Iteration 42F: 83 clusters, 1930 changed, score=-70177405.357583 (decreased by 1249.875905)
13:02:17 [I] klustakwik Deleting cluster 18 (14 points): improves score by 390.509493008
13:02:17 [I] klustakwik Iteration 43F: 82 clusters, 1780 changed, score=-70178112.892428 (decreased by 707.534845)
13:02:31 [I] klustakwik Deleting cluster 57 (2 points): improves score by 371.80977945
13:02:31 [I] klustakwik Iteration 44F: 81 clusters, 1636 changed, score=-70178689.379695 (decreased by 576.487266)
13:02:45 [I] klustakwik Deleting cluster 40 (180 points): improves score by 362.608011365
13:02:45 [I] klustakwik Iteration 45F: 80 clusters, 1697 changed, score=-70179177.737914 (decreased by 488.358219)
13:03:00 [I] klustakwik Deleting cluster 67 (7 points): improves score by 358.396488935
13:03:00 [I] klustakwik Iteration 46F: 79 clusters, 1568 changed, score=-70179948.712925 (decreased by 770.975011)
13:03:15 [I] klustakwik Deleting cluster 25 (31 points): improves score by 359.010304868
13:03:15 [I] klustakwik Iteration 47F: 78 clusters, 1458 changed, score=-70180417.211902 (decreased by 468.498976)
13:03:29 [I] klustakwik Deleting cluster 31 (7 points): improves score by 293.186885566
13:03:29 [I] klustakwik Iteration 48F: 77 clusters, 1440 changed, score=-70180893.125865 (decreased by 475.913964)
13:03:43 [I] klustakwik Deleting cluster 25 (3 points): improves score by 283.081744462
13:03:43 [I] klustakwik Iteration 49F: 76 clusters, 1414 changed, score=-70181406.278478 (decreased by 513.152613)
13:03:57 [I] klustakwik Deleting cluster 59 (22 points): improves score by 275.30031535
13:03:57 [I] klustakwik Iteration 50F: 75 clusters, 1374 changed, score=-70181828.463071 (decreased by 422.184593)
13:04:10 [I] klustakwik Deleting cluster 55 (57 points): improves score by 274.798055828
13:04:11 [I] klustakwik Iteration 51F: 74 clusters, 1445 changed, score=-70182253.084949 (decreased by 424.621878)
13:04:25 [I] klustakwik Deleting cluster 55 (108 points): improves score by 263.598777533
13:04:25 [I] klustakwik Iteration 52F: 73 clusters, 1440 changed, score=-70182706.750635 (decreased by 453.665686)
13:04:38 [I] klustakwik Deleting cluster 70 (3 points): improves score by 263.480107427
13:04:38 [I] klustakwik Iteration 53F: 72 clusters, 1259 changed, score=-70183196.703021 (decreased by 489.952386)
13:04:52 [I] klustakwik Deleting cluster 67 (35 points): improves score by 252.995855585
13:04:52 [I] klustakwik Iteration 54F: 71 clusters, 1237 changed, score=-70183508.415615 (decreased by 311.712594)
13:05:05 [I] klustakwik Deleting cluster 14 (31 points): improves score by 241.0414
13:05:05 [I] klustakwik Iteration 55F: 70 clusters, 1151 changed, score=-70183878.695258 (decreased by 370.279642)
13:05:18 [I] klustakwik Deleting cluster 7 (97 points): improves score by 207.390053704
13:05:19 [I] klustakwik Iteration 56F: 69 clusters, 1156 changed, score=-70184238.225836 (decreased by 359.530578)
13:05:33 [I] klustakwik Deleting cluster 62 (2 points): improves score by 183.106029257
13:05:33 [I] klustakwik Iteration 57F: 68 clusters, 1020 changed, score=-70184589.768857 (decreased by 351.543021)
13:05:47 [I] klustakwik Deleting cluster 63 (11 points): improves score by 177.39664036
13:05:48 [I] klustakwik Iteration 58F: 67 clusters, 1025 changed, score=-70184805.434557 (decreased by 215.665700)
13:06:01 [I] klustakwik Deleting cluster 44 (3 points): improves score by 148.598590821
13:06:01 [I] klustakwik Iteration 59F: 66 clusters, 964 changed, score=-70185013.853860 (decreased by 208.419303)
13:06:15 [I] klustakwik Deleting cluster 18 (2 points): improves score by 143.741523981
13:06:15 [I] klustakwik Iteration 60F: 65 clusters, 831 changed, score=-70185203.914962 (decreased by 190.061102)
13:06:15 [I] klustakwik Trying to split clusters
13:10:31 [I] klustakwik Deleting cluster 48 (23 points): improves score by 125.843251288
13:10:31 [I] klustakwik Iteration 61F: 64 clusters, 811 changed, score=-70185342.615352 (decreased by 138.700389)
13:10:44 [I] klustakwik Deleting cluster 23 (708 points): improves score by 36.4536513835
13:10:44 [I] klustakwik Iteration 62F: 63 clusters, 1510 changed, score=-70185476.545324 (decreased by 133.929972)
13:10:56 [I] klustakwik Deleting cluster 61 (471 points): improves score by 29.7542874813
13:10:56 [I] klustakwik Iteration 63F: 61 clusters, 1483 changed, score=-70188041.200413 (decreased by 2564.655090)
13:11:09 [I] klustakwik Deleting cluster 28 (145 points): improves score by 6.40996694565
13:11:10 [I] klustakwik Iteration 64F: 61 clusters, 1116 changed, score=-70188825.623043 (decreased by 784.422630)
13:11:22 [I] klustakwik Iteration 65F: 60 clusters, 918 changed, score=-70189140.321873 (decreased by 314.698830)
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13:23:09 [I] klustakwik Deleting cluster 9 (836 points): improves score by 3.09911848605
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13:25:20 [I] klustakwik Deleting cluster 19 (656 points): improves score by 19.6700858474
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13:26:00 [I] klustakwik Deleting cluster 9 (128 points): improves score by 1.39673241973
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13:53:18 [I] klustakwik No points changed and last step was full, so trying to split.
13:53:18 [I] klustakwik Trying to split clusters
13:57:51 [I] klustakwik No points changed, previous step was full and did not split, so finishing.