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08:37:50 [I] klustakwik KlustaKwik2 version 0.2.5
08:38:45 [I] klustakwik Number of spikes in data set: 359516
08:38:45 [I] klustakwik Number of unique masks in data set: 1894
08:38:45 [I] klustakwik Using mask starts with 500 clusters, data has 1894 unique masks
08:38:46 [I] klustakwik Clustering data set of 359516 points, 61 features
08:38:46 [I] klustakwik Starting iteration 0 with 500 clusters
08:39:19 [I] klustakwik Deleting cluster 169 (1 points): improves score by 9581.97486876
08:39:19 [I] klustakwik Iteration 1F: 499 clusters, 238560 changed, score=-73520449.033507
08:39:41 [I] klustakwik Deleting cluster 209 (1 points): improves score by 11050.1586752
08:39:41 [I] klustakwik Iteration 2F: 269 clusters, 87425 changed, score=-74299756.094357 (decreased by 779307.060851)
08:39:58 [I] klustakwik Deleting cluster 130 (2 points): improves score by 10434.1426149
08:39:58 [I] klustakwik Iteration 3F: 186 clusters, 50729 changed, score=-74568328.743433 (decreased by 268572.649075)
08:40:14 [I] klustakwik Deleting cluster 19 (283 points): improves score by 3925.85968277
08:40:14 [I] klustakwik Iteration 4F: 155 clusters, 36534 changed, score=-74703152.324532 (decreased by 134823.581099)
08:40:28 [I] klustakwik Deleting cluster 113 (3 points): improves score by 3618.23953326
08:40:28 [I] klustakwik Iteration 5F: 143 clusters, 28127 changed, score=-74769315.546176 (decreased by 66163.221644)
08:40:43 [I] klustakwik Deleting cluster 35 (390 points): improves score by 3557.49103656
08:40:43 [I] klustakwik Iteration 6F: 139 clusters, 22983 changed, score=-74826905.301904 (decreased by 57589.755728)
08:40:57 [I] klustakwik Deleting cluster 113 (16 points): improves score by 2339.40652497
08:40:57 [I] klustakwik Iteration 7F: 137 clusters, 18466 changed, score=-74870411.935895 (decreased by 43506.633991)
08:41:11 [I] klustakwik Deleting cluster 66 (8 points): improves score by 2173.94454454
08:41:11 [I] klustakwik Iteration 8F: 133 clusters, 14838 changed, score=-74899528.840996 (decreased by 29116.905101)
08:41:25 [I] klustakwik Deleting cluster 73 (15 points): improves score by 1736.40164536
08:41:25 [I] klustakwik Iteration 9F: 132 clusters, 11949 changed, score=-74919986.556176 (decreased by 20457.715180)
08:41:39 [I] klustakwik Deleting cluster 65 (8 points): improves score by 1711.60404979
08:41:39 [I] klustakwik Iteration 10F: 130 clusters, 9959 changed, score=-74932518.540076 (decreased by 12531.983900)
08:41:53 [I] klustakwik Deleting cluster 35 (7 points): improves score by 1599.23258659
08:41:53 [I] klustakwik Iteration 11F: 129 clusters, 8288 changed, score=-74940978.562040 (decreased by 8460.021965)
08:42:07 [I] klustakwik Deleting cluster 39 (14 points): improves score by 1552.64565508
08:42:07 [I] klustakwik Iteration 12F: 128 clusters, 6981 changed, score=-74946816.743924 (decreased by 5838.181884)
08:42:20 [I] klustakwik Deleting cluster 43 (21 points): improves score by 1405.85244519
08:42:20 [I] klustakwik Iteration 13F: 127 clusters, 6230 changed, score=-74951651.045394 (decreased by 4834.301469)
08:42:33 [I] klustakwik Deleting cluster 102 (3 points): improves score by 1311.93927731
08:42:34 [I] klustakwik Iteration 14F: 126 clusters, 5425 changed, score=-74955549.365304 (decreased by 3898.319910)
08:42:47 [I] klustakwik Deleting cluster 72 (25 points): improves score by 1330.9994188
08:42:47 [I] klustakwik Iteration 15F: 125 clusters, 4743 changed, score=-74958785.196970 (decreased by 3235.831666)
08:43:00 [I] klustakwik Deleting cluster 87 (7 points): improves score by 1294.19548473
08:43:00 [I] klustakwik Iteration 16F: 124 clusters, 4342 changed, score=-74961565.250823 (decreased by 2780.053853)
08:43:14 [I] klustakwik Deleting cluster 66 (18 points): improves score by 1276.85148495
08:43:14 [I] klustakwik Iteration 17F: 122 clusters, 3899 changed, score=-74963935.382802 (decreased by 2370.131979)
08:43:27 [I] klustakwik Deleting cluster 83 (4 points): improves score by 1205.93934578
08:43:27 [I] klustakwik Iteration 18F: 121 clusters, 3684 changed, score=-74966015.266932 (decreased by 2079.884130)
08:43:41 [I] klustakwik Deleting cluster 100 (1 points): improves score by 1158.00285925
08:43:41 [I] klustakwik Iteration 19F: 120 clusters, 3443 changed, score=-74967610.964196 (decreased by 1595.697263)
08:43:54 [I] klustakwik Deleting cluster 117 (5 points): improves score by 1137.37481882
08:43:54 [I] klustakwik Iteration 20F: 119 clusters, 3191 changed, score=-74969300.697303 (decreased by 1689.733107)
08:43:54 [I] klustakwik Trying to split clusters
08:48:06 [I] klustakwik Split into 122 clusters
08:48:20 [I] klustakwik Deleting cluster 46 (31 points): improves score by 1086.24626559
08:48:20 [I] klustakwik Iteration 21F: 122 clusters, 7579 changed, score=-74986646.180538 (decreased by 17345.483235)
08:48:33 [I] klustakwik Deleting cluster 29 (37 points): improves score by 1106.58390875
08:48:34 [I] klustakwik Iteration 22F: 121 clusters, 4463 changed, score=-74991401.031592 (decreased by 4754.851054)
08:48:48 [I] klustakwik Deleting cluster 84 (6 points): improves score by 1083.92159963
08:48:48 [I] klustakwik Iteration 23F: 120 clusters, 3813 changed, score=-74993979.321718 (decreased by 2578.290125)
08:49:01 [I] klustakwik Deleting cluster 106 (2 points): improves score by 1061.76829807
08:49:02 [I] klustakwik Iteration 24F: 119 clusters, 3503 changed, score=-74996169.096100 (decreased by 2189.774383)
08:49:15 [I] klustakwik Deleting cluster 35 (11 points): improves score by 1039.95429939
08:49:15 [I] klustakwik Iteration 25F: 118 clusters, 3446 changed, score=-74998524.508453 (decreased by 2355.412352)
08:49:29 [I] klustakwik Deleting cluster 21 (11 points): improves score by 1018.81985898
08:49:29 [I] klustakwik Iteration 26F: 117 clusters, 3259 changed, score=-75000747.544976 (decreased by 2223.036523)
08:49:42 [I] klustakwik Deleting cluster 65 (11 points): improves score by 984.235579908
08:49:42 [I] klustakwik Iteration 27F: 116 clusters, 3160 changed, score=-75002524.417390 (decreased by 1776.872414)
08:49:56 [I] klustakwik Deleting cluster 25 (10 points): improves score by 939.153138995
08:49:56 [I] klustakwik Iteration 28F: 115 clusters, 3053 changed, score=-75004141.145024 (decreased by 1616.727634)
08:50:10 [I] klustakwik Deleting cluster 102 (14 points): improves score by 910.018636093
08:50:10 [I] klustakwik Iteration 29F: 114 clusters, 2964 changed, score=-75005602.372467 (decreased by 1461.227444)
08:50:23 [I] klustakwik Deleting cluster 108 (4 points): improves score by 905.995649889
08:50:23 [I] klustakwik Iteration 30F: 113 clusters, 2900 changed, score=-75006943.946189 (decreased by 1341.573722)
08:50:37 [I] klustakwik Deleting cluster 102 (14 points): improves score by 872.073853463
08:50:37 [I] klustakwik Iteration 31F: 112 clusters, 2881 changed, score=-75008281.258275 (decreased by 1337.312086)
08:50:50 [I] klustakwik Deleting cluster 17 (1728 points): improves score by 887.795591041
08:50:50 [I] klustakwik Iteration 32F: 111 clusters, 4472 changed, score=-75009650.457447 (decreased by 1369.199171)
08:51:03 [I] klustakwik Deleting cluster 69 (7 points): improves score by 836.640258491
08:51:03 [I] klustakwik Iteration 33F: 110 clusters, 3201 changed, score=-75014312.630260 (decreased by 4662.172814)
08:51:17 [I] klustakwik Deleting cluster 37 (12 points): improves score by 829.524689808
08:51:17 [I] klustakwik Iteration 34F: 108 clusters, 3097 changed, score=-75016204.437332 (decreased by 1891.807072)
08:51:30 [I] klustakwik Deleting cluster 85 (26 points): improves score by 772.741647542
08:51:30 [I] klustakwik Iteration 35F: 106 clusters, 2801 changed, score=-75017602.426571 (decreased by 1397.989239)
08:51:44 [I] klustakwik Deleting cluster 83 (4 points): improves score by 821.480263293
08:51:44 [I] klustakwik Iteration 36F: 105 clusters, 2795 changed, score=-75018747.431974 (decreased by 1145.005404)
08:51:57 [I] klustakwik Deleting cluster 61 (16 points): improves score by 764.824100569
08:51:57 [I] klustakwik Iteration 37F: 104 clusters, 2764 changed, score=-75020001.072433 (decreased by 1253.640458)
08:52:10 [I] klustakwik Deleting cluster 93 (2 points): improves score by 763.129626244
08:52:10 [I] klustakwik Iteration 38F: 103 clusters, 2768 changed, score=-75021219.609940 (decreased by 1218.537507)
08:52:22 [I] klustakwik Deleting cluster 33 (7 points): improves score by 734.326772273
08:52:22 [I] klustakwik Iteration 39F: 102 clusters, 2801 changed, score=-75022403.540110 (decreased by 1183.930170)
08:52:35 [I] klustakwik Deleting cluster 83 (4 points): improves score by 714.009909168
08:52:35 [I] klustakwik Iteration 40F: 101 clusters, 2644 changed, score=-75023482.864389 (decreased by 1079.324280)
08:52:48 [I] klustakwik Deleting cluster 62 (13 points): improves score by 683.551366553
08:52:48 [I] klustakwik Iteration 41F: 100 clusters, 2636 changed, score=-75025193.328327 (decreased by 1710.463937)
08:53:01 [I] klustakwik Deleting cluster 71 (25 points): improves score by 670.705382675
08:53:01 [I] klustakwik Iteration 42F: 98 clusters, 2740 changed, score=-75026424.883899 (decreased by 1231.555572)
08:53:14 [I] klustakwik Deleting cluster 36 (39 points): improves score by 666.094034374
08:53:14 [I] klustakwik Iteration 43F: 97 clusters, 2821 changed, score=-75027658.860868 (decreased by 1233.976969)
08:53:27 [I] klustakwik Deleting cluster 32 (6 points): improves score by 653.135107055
08:53:27 [I] klustakwik Iteration 44F: 96 clusters, 2862 changed, score=-75028955.458749 (decreased by 1296.597881)
08:53:39 [I] klustakwik Deleting cluster 75 (24 points): improves score by 643.755324244
08:53:39 [I] klustakwik Iteration 45F: 95 clusters, 2875 changed, score=-75030451.571187 (decreased by 1496.112438)
08:53:52 [I] klustakwik Deleting cluster 89 (20 points): improves score by 628.303304717
08:53:52 [I] klustakwik Iteration 46F: 94 clusters, 2845 changed, score=-75031869.500100 (decreased by 1417.928914)
08:54:05 [I] klustakwik Deleting cluster 66 (8 points): improves score by 622.201081738
08:54:05 [I] klustakwik Iteration 47F: 93 clusters, 2776 changed, score=-75033350.122610 (decreased by 1480.622510)
08:54:17 [I] klustakwik Deleting cluster 84 (8 points): improves score by 619.237821162
08:54:17 [I] klustakwik Iteration 48F: 92 clusters, 2761 changed, score=-75034738.213855 (decreased by 1388.091245)
08:54:30 [I] klustakwik Deleting cluster 56 (4 points): improves score by 610.932487965
08:54:30 [I] klustakwik Iteration 49F: 91 clusters, 2763 changed, score=-75036391.764869 (decreased by 1653.551013)
08:54:42 [I] klustakwik Deleting cluster 76 (11 points): improves score by 587.095947653
08:54:42 [I] klustakwik Iteration 50F: 90 clusters, 2665 changed, score=-75038002.137925 (decreased by 1610.373056)
08:54:55 [I] klustakwik Deleting cluster 69 (32 points): improves score by 571.778255463
08:54:55 [I] klustakwik Iteration 51F: 89 clusters, 2638 changed, score=-75039795.024263 (decreased by 1792.886339)
08:55:07 [I] klustakwik Deleting cluster 60 (11 points): improves score by 565.571418896
08:55:07 [I] klustakwik Iteration 52F: 88 clusters, 2626 changed, score=-75041504.803379 (decreased by 1709.779116)
08:55:20 [I] klustakwik Deleting cluster 55 (8 points): improves score by 559.787908122
08:55:20 [I] klustakwik Iteration 53F: 87 clusters, 2434 changed, score=-75043120.151792 (decreased by 1615.348412)
08:55:32 [I] klustakwik Deleting cluster 70 (5 points): improves score by 624.232187048
08:55:32 [I] klustakwik Iteration 54F: 86 clusters, 2267 changed, score=-75044859.870791 (decreased by 1739.719000)
08:55:44 [I] klustakwik Deleting cluster 24 (25 points): improves score by 530.070518389
08:55:44 [I] klustakwik Iteration 55F: 85 clusters, 2098 changed, score=-75046436.469368 (decreased by 1576.598577)
08:55:56 [I] klustakwik Deleting cluster 56 (28 points): improves score by 529.292934105
08:55:56 [I] klustakwik Iteration 56F: 84 clusters, 1969 changed, score=-75047979.786086 (decreased by 1543.316718)
08:56:08 [I] klustakwik Deleting cluster 55 (124 points): improves score by 522.986756504
08:56:08 [I] klustakwik Iteration 57F: 83 clusters, 1893 changed, score=-75049364.155647 (decreased by 1384.369561)
08:56:20 [I] klustakwik Deleting cluster 54 (13 points): improves score by 514.469499245
08:56:20 [I] klustakwik Iteration 58F: 82 clusters, 1643 changed, score=-75050701.593334 (decreased by 1337.437687)
08:56:32 [I] klustakwik Deleting cluster 49 (132 points): improves score by 510.882346928
08:56:32 [I] klustakwik Iteration 59F: 81 clusters, 1596 changed, score=-75051842.224072 (decreased by 1140.630737)
08:56:44 [I] klustakwik Deleting cluster 33 (32 points): improves score by 500.917529628
08:56:44 [I] klustakwik Iteration 60F: 80 clusters, 1378 changed, score=-75052890.071987 (decreased by 1047.847916)
08:56:44 [I] klustakwik Trying to split clusters
09:00:13 [I] klustakwik Deleting cluster 33 (5 points): improves score by 491.897157982
09:00:13 [I] klustakwik Iteration 61F: 79 clusters, 1174 changed, score=-75053811.225362 (decreased by 921.153375)
09:00:25 [I] klustakwik Deleting cluster 68 (25 points): improves score by 508.999399856
09:00:25 [I] klustakwik Iteration 62F: 78 clusters, 1090 changed, score=-75054557.643301 (decreased by 746.417939)
09:00:36 [I] klustakwik Deleting cluster 52 (10 points): improves score by 463.130946293
09:00:36 [I] klustakwik Iteration 63F: 77 clusters, 958 changed, score=-75055233.071966 (decreased by 675.428666)
09:00:47 [I] klustakwik Deleting cluster 44 (13 points): improves score by 462.380385071
09:00:47 [I] klustakwik Iteration 64F: 76 clusters, 911 changed, score=-75055826.530125 (decreased by 593.458159)
09:00:59 [I] klustakwik Deleting cluster 69 (4 points): improves score by 454.64690277
09:00:59 [I] klustakwik Iteration 65F: 75 clusters, 843 changed, score=-75056411.821984 (decreased by 585.291859)
09:01:10 [I] klustakwik Deleting cluster 30 (13 points): improves score by 427.991482943
09:01:10 [I] klustakwik Iteration 66F: 74 clusters, 863 changed, score=-75057036.532745 (decreased by 624.710760)
09:01:21 [I] klustakwik Deleting cluster 25 (3 points): improves score by 411.781361967
09:01:21 [I] klustakwik Iteration 67F: 73 clusters, 806 changed, score=-75057589.940981 (decreased by 553.408236)
09:01:33 [I] klustakwik Deleting cluster 23 (19 points): improves score by 408.599807858
09:01:33 [I] klustakwik Iteration 68F: 72 clusters, 802 changed, score=-75058105.080936 (decreased by 515.139955)
09:01:45 [I] klustakwik Deleting cluster 41 (25 points): improves score by 408.204466075
09:01:45 [I] klustakwik Iteration 69F: 71 clusters, 808 changed, score=-75058619.340518 (decreased by 514.259582)
09:01:58 [I] klustakwik Deleting cluster 52 (7 points): improves score by 393.942902386
09:01:58 [I] klustakwik Iteration 70F: 70 clusters, 777 changed, score=-75059130.626566 (decreased by 511.286048)
09:02:09 [I] klustakwik Deleting cluster 6 (4 points): improves score by 384.069650546
09:02:09 [I] klustakwik Iteration 71F: 69 clusters, 770 changed, score=-75059616.457145 (decreased by 485.830580)
09:02:21 [I] klustakwik Deleting cluster 51 (4 points): improves score by 338.72614409
09:02:21 [I] klustakwik Iteration 72F: 68 clusters, 816 changed, score=-75060039.828629 (decreased by 423.371484)
09:02:33 [I] klustakwik Deleting cluster 37 (12 points): improves score by 314.269155741
09:02:33 [I] klustakwik Iteration 73F: 67 clusters, 827 changed, score=-75060434.405391 (decreased by 394.576761)
09:02:44 [I] klustakwik Deleting cluster 10 (1 points): improves score by 296.953765735
09:02:44 [I] klustakwik Iteration 74F: 66 clusters, 850 changed, score=-75060787.363023 (decreased by 352.957633)
09:02:56 [I] klustakwik Deleting cluster 49 (44 points): improves score by 281.304567337
09:02:56 [I] klustakwik Iteration 75F: 65 clusters, 884 changed, score=-75061098.246078 (decreased by 310.883055)
09:03:07 [I] klustakwik Deleting cluster 36 (7 points): improves score by 269.029758736
09:03:07 [I] klustakwik Iteration 76F: 64 clusters, 912 changed, score=-75061413.001491 (decreased by 314.755413)
09:03:18 [I] klustakwik Deleting cluster 51 (61 points): improves score by 265.714373544
09:03:18 [I] klustakwik Iteration 77F: 63 clusters, 973 changed, score=-75061705.973231 (decreased by 292.971740)
09:03:29 [I] klustakwik Deleting cluster 44 (18 points): improves score by 241.600385129
09:03:29 [I] klustakwik Iteration 78F: 62 clusters, 945 changed, score=-75062043.248530 (decreased by 337.275299)
09:03:40 [I] klustakwik Deleting cluster 34 (8 points): improves score by 234.339177981
09:03:40 [I] klustakwik Iteration 79F: 61 clusters, 916 changed, score=-75062498.019599 (decreased by 454.771069)
09:03:51 [I] klustakwik Deleting cluster 48 (3 points): improves score by 233.954459682
09:03:51 [I] klustakwik Iteration 80F: 60 clusters, 832 changed, score=-75062801.448353 (decreased by 303.428755)
09:04:02 [I] klustakwik Deleting cluster 54 (8 points): improves score by 224.12025623
09:04:02 [I] klustakwik Iteration 81F: 59 clusters, 823 changed, score=-75063045.119640 (decreased by 243.671286)
09:04:12 [I] klustakwik Deleting cluster 33 (6 points): improves score by 198.020345002
09:04:12 [I] klustakwik Iteration 82F: 58 clusters, 839 changed, score=-75063286.239639 (decreased by 241.119999)
09:04:23 [I] klustakwik Deleting cluster 14 (16 points): improves score by 133.264521375
09:04:23 [I] klustakwik Iteration 83F: 57 clusters, 824 changed, score=-75063446.958420 (decreased by 160.718782)
09:04:34 [I] klustakwik Deleting cluster 27 (13 points): improves score by 115.54203333
09:04:34 [I] klustakwik Iteration 84F: 56 clusters, 835 changed, score=-75063587.300156 (decreased by 140.341736)
09:04:44 [I] klustakwik Deleting cluster 47 (252 points): improves score by 85.6524550319
09:04:44 [I] klustakwik Iteration 85F: 55 clusters, 1033 changed, score=-75063671.756844 (decreased by 84.456687)
09:04:55 [I] klustakwik Deleting cluster 45 (24 points): improves score by 73.1291056573
09:04:55 [I] klustakwik Iteration 86F: 54 clusters, 754 changed, score=-75064063.965794 (decreased by 392.208950)
09:05:05 [I] klustakwik Deleting cluster 45 (16 points): improves score by 56.8508688509
09:05:06 [I] klustakwik Iteration 87F: 53 clusters, 660 changed, score=-75064165.515830 (decreased by 101.550036)
09:05:16 [I] klustakwik Deleting cluster 47 (11 points): improves score by 57.0104435533
09:05:16 [I] klustakwik Iteration 88F: 52 clusters, 668 changed, score=-75064250.527896 (decreased by 85.012065)
09:05:27 [I] klustakwik Iteration 89F: 51 clusters, 661 changed, score=-75064269.632301 (decreased by 19.104405)
09:05:37 [I] klustakwik Iteration 90F: 51 clusters, 667 changed, score=-75064274.401781 (decreased by 4.769481)
09:05:48 [I] klustakwik Iteration 91F: 51 clusters, 673 changed, score=-75064296.115211 (decreased by 21.713430)
09:05:58 [I] klustakwik Iteration 92F: 51 clusters, 647 changed, score=-75064304.674471 (decreased by 8.559260)
09:06:09 [I] klustakwik Iteration 93F: 51 clusters, 635 changed, score=-75064355.926429 (decreased by 51.251958)
09:06:19 [I] klustakwik Iteration 94F: 51 clusters, 624 changed, score=-75064388.537086 (decreased by 32.610658)
09:06:29 [I] klustakwik Iteration 95F: 51 clusters, 573 changed, score=-75064443.362651 (decreased by 54.825565)
09:06:41 [I] klustakwik Iteration 96F: 51 clusters, 542 changed, score=-75064466.735818 (decreased by 23.373166)
09:06:51 [I] klustakwik Iteration 97F: 51 clusters, 524 changed, score=-75064486.735810 (decreased by 19.999993)
09:07:01 [I] klustakwik Iteration 98F: 51 clusters, 528 changed, score=-75064504.496962 (decreased by 17.761152)
09:07:12 [I] klustakwik Iteration 99F: 51 clusters, 457 changed, score=-75064522.567447 (decreased by 18.070485)
09:07:22 [I] klustakwik Iteration 100F: 51 clusters, 425 changed, score=-75064527.085284 (decreased by 4.517837)
09:07:22 [I] klustakwik Trying to split clusters
09:10:58 [I] klustakwik Iteration 101F: 51 clusters, 420 changed, score=-75064532.929174 (decreased by 5.843890)
09:11:08 [I] klustakwik Iteration 102F: 51 clusters, 404 changed, score=-75064525.130303 (decreased by -7.798871)
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09:12:00 [I] klustakwik Iteration 107F: 51 clusters, 351 changed, score=-75064538.260492 (decreased by 5.860872)
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09:32:24 [I] klustakwik No points changed and last step was full, so trying to split.
09:32:24 [I] klustakwik Trying to split clusters
09:35:43 [I] klustakwik No points changed, previous step was full and did not split, so finishing.