=== Clustering stats for training data ===

Cluster 1
((((3.91771119222451:55.9833,(((((3.70696355563914:53.57591,((((((((((((((((((((((((((3.88176250072861:46.924,4.00093434081166:46.924):0.10733,3.86713452225685:47.03133):0.31304,3.84338244317853:47.34436):0.14086,((((((3.84816551905514:43.89502,((((((3.79686305843039:34.32392,3.77803718960618:34.32392):3.30771,4.00698040574341:37.63162):0.43855,3.95639819843032:38.07017):3.84591,3.89761668927138:41.91608):0.73444,(3.84979947109181:36.12403,3.89355699273631:36.12403):6.5265):0.43774,(3.9365671768859:42.47501,3.89286478507363:42.47501):0.61326):0.80675):0.98016,3.97943531757286:44.87518):0.53078,(((((3.8036046855628:45.0227,((((3.8676183708597:37.8588,3.8764934259742:37.8588):5.71557,3.82719619532132:43.57437):1.19652,(((((((((((((3.95539228201842:40.34833,((3.80471540431418:36.16844,3.95623179923152:36.16844):3.84986,4.10914478046077:40.0183):0.33003):0.27641,((((((4.024567963605:33.75884,3.97377644148838:33.75884):3.64274,(3.77049350009917:35.66977,3.80417690113015:35.66977):1.73181):0.08123,(((((((((3.94441946995466:33.77373,(3.97245047023784:31.79926,3.90272185116028:31.79926):1.97447):0.22954,(3.75354201991214:32.88574,3.88598249607829:32.88574):1.11754):0.04376,3.84125238781726:34.04704):0.28696,3.93980356556402:34.334):0.79904,3.89691536929796:35.13304):0.71164,3.95492739466493:35.84467):0.50466,((4.09595305891147:35.69282,3.99778965237679:35.69282):0.18674,4.03403423382522:35.87956):0.46978):0.80598,(((((4.0596851581427:32.81222,(4.05650523376866:31.63227,3.82997996961423:31.63227):1.17996):2.15597,3.99358665788378:34.9682):0.543,4.09980960045015:35.5112):0.78562,(4.13412504746115:34.75506,3.93487603006207:34.75506):1.54177):0.14772,(4.06597592289312:35.26906,4.08788237454729:35.26906):1.17549):0.71076):0.09381,4.03268077847854:37.24912):0.23369):0.38136,(3.89933206993402:37.27825,4.11845340502976:37.27825):0.58592):0.3456,3.98862536020674:38.20977):0.50335,4.17617809844599:38.71312):1.91163):0.34004,3.96226455264496:40.96478):0.48122,3.91398754487789:41.446):0.06224,4.03606890131546:41.50824):0.64123,3.96971677175461:42.14947):0.47366,4.03826136469566:42.62313):0.38299,3.93945302897589:43.00612):0.59872,(3.94764314427083:43.52161,((3.92087807418862:41.56676,3.93910870682145:41.56676):1.03629,3.91327767192602:42.60305):0.91855):0.08323):0.09779,3.92795602342142:43.70263):0.19884,3.92448826936024:43.90147):0.1429,3.87747980164391:44.04437):0.18896,3.97734702631218:44.23333):0.53756):0.11623,4.01134369043536:44.88712):0.13559):0.12787,3.91841322061598:45.15058):0.05158,3.90213243976254:45.20216):0.03226,4.0927049695294:45.23442):0.0303,3.91718477098162:45.26472):0.14124):0.71564,4.04742258987539:46.12159):0.20148,3.97811540374885:46.32308):0.08922,3.90807827495359:46.4123):1.07293):0.03165,4.05941851787224:47.51688):0.13845,4.18807622515783:47.65533):0.06429,4.16857834646676:47.71962):0.04951,4.0796550505998:47.76913):0.07019,4.12818699529358:47.83932):0.18388,4.10295057763362:48.02319):0.0949,4.27282728316123:48.11809):0.22549,(4.13453301883456:46.61967,4.12523786130793:46.61967):1.72391):0.56194,(3.98069207689716:41.924,4.01009526472938:41.924):6.98152):0.57864,((4.29657860344544:44.92928,(4.14140829952572:43.51403,4.04634170061734:43.51403):1.41525):2.43671,(4.00349894376868:42.18985,4.02143450711654:42.18985):5.17614):2.11817):0.25712,4.0509322879036:49.74127):0.00017,3.83624828667437:49.74144):0.36644,4.00049714630771:50.10788):0.2158,3.9114369301651:50.32368):0.22508,4.07304993859151:50.54877):0.56708,4.26094959614023:51.11585):0.41461,3.92961799136001:51.53046):0.16948,3.89398888055299:51.69995):0.62817,3.93450465136287:52.32812):0.25751,(4.24504178593462:46.13827,4.06972965945248:46.13827):6.44736):0.36261,3.90024747327685:52.94824):0.1128,4.01009394149464:53.06104):0.51487):0.42483,3.88487421502147:54.00074):0.81331,4.05440031573932:54.81405):1.07761,4.03743424152195:55.89166):0.01484,3.96613024528871:55.9065):0.07681):0.26571,3.78347687357841:56.24901):0.93102,3.97124855873927:57.18004):0.8576,3.97932718753454:58.03764)

Clustered Instances

0        1 (  1%)
1      113 ( 99%)


Class attribute: class
Classes to Clusters:

  0  1  <-- assigned to cluster
  1 55 | tumoral
  0 58 | normal

Cluster 0 <-- tumoral
Cluster 1 <-- normal

Incorrectly clustered instances :	55.0	 48.2456 %