=== Clustering stats for training data ===

Cluster 0
((((((((((((((((((((((((((3.28984680458611:48.51857,3.38026296150143:48.51857):1.98327,3.35732273872303:50.50184):0.6517,3.38080737675393:51.15354):0.127,3.36996627247198:51.28054):0.94989,3.19501776416376:52.23043):0.28859,((((((3.18849515002726:49.70187,((((((((((3.17887871296172:46.5386,(((((3.20273626967517:43.65752,(3.14571152359752:43.56512,3.0864627513952:43.56512):0.0924):0.06069,3.06359623986309:43.71821):0.35786,3.095107868678:44.07608):1.35399,3.18464198739431:45.43006):0.98182,(3.31001222657681:46.18334,3.37397041822439:46.18334):0.22854):0.12672):1.78426,3.23035115030641:48.32286):0.04399,3.24543147750131:48.36685):0.41887,(((((((((((((((((((((((((((3.38173573536717:39.73677,((3.24900099868235:39.22257,3.25936586891106:39.22257):0.22281,3.25157063051792:39.44538):0.29139):0.03038,3.21065174754772:39.76715):0.09892,((3.22983885842823:38.23809,3.32647225498939:38.23809):1.20543,3.3553493623594:39.44352):0.42256):0.03902,(3.24493303760216:37.83712,3.24636047956876:37.83712):2.06798):0.36303,(((3.0920784253856:32.79033,3.02281525136811:32.79033):4.10486,3.04470854157024:36.89519):2.23933,3.1167733742833:39.13453):1.13359):0.14814,3.20449278668168:40.41626):0.65896,3.30323831320125:41.07521):0.21663,(3.26097066852459:40.21629,(3.08649033484346:38.38651,3.13208902609276:38.38651):1.82978):1.07555):0.15705,3.23187107135496:41.4489):0.15193,3.23049178540386:41.60083):0.06181,3.17528560712169:41.66264):0.31673,3.33335748256621:41.97937):0.04097,((3.12372284835373:39.45341,3.12217557087214:39.45341):0.20867,3.17517971401185:39.66209):2.35825):0.52795,3.05067008558711:42.54829):0.74538,3.20401197749377:43.29367):0.10829,3.28750669354689:43.40196):0.00291,3.27180273577467:43.40487):0.20166,3.34266073822509:43.60653):0.2453,3.18696349895381:43.85183):0.19199,3.27857111499215:44.04382):0.40131,3.13547683267823:44.44513):0.08916,3.26007619049164:44.53429):0.00104,3.13781379963942:44.53533):0.65659,3.0659932667962:45.19192):1.12744,3.21914527501016:46.31936):1.53619,3.22647332690826:47.85555):0.48309,3.19861249034571:48.33864):0.44708):0.29688,3.09089489225951:49.08261):0.17041,3.10473667477169:49.25302):0.01002,3.28806570784146:49.26303):0.04969,3.0399789143276:49.31273):0.29635,3.3731866184435:49.60908):0.00703,3.11502320730623:49.61611):0.08576):0.58199,3.10705773902101:50.28386):0.93287,3.21125187165241:51.21673):0.56138,3.19001867018797:51.77811):0.03861,3.09270623855585:51.81672):0.17293,3.17869451598889:51.98965):0.52938):0.43582,3.05675394696491:52.95485):0.10225,3.27448003224911:53.0571):0.23721,3.41417182792166:53.29431):0.24787,3.18396871882563:53.54218):0.02017,3.03173196685977:53.56235):0.40689,3.19814057434422:53.96924):0.14941,3.097863297851:54.11865):0.33381,3.31276928589804:54.45245):0.66704,3.17637537697176:55.11949):0.50894,3.33275853270238:55.62844):0.12327,3.26133532954561:55.75171):0.86625,3.24760309387631:56.61796):0.39844,3.04845907806563:57.01641):0.43776,3.35003676959963:57.45417):0.72328,3.37879373938227:58.17745):0.42133,3.41760587388524:58.59878):0.12852,3.27558884681082:58.7273):1.93324,3.08575221526031:60.66054):0.7557,3.21393774660847:61.41624):3.38426,3.33648500634739:64.8005)

Clustered Instances

0      89 ( 99%)
1       1 (  1%)


Class attribute: class
Classes to Clusters:

  0  1  <-- assigned to cluster
 45  1 | tumoral
 44  0 | normal

Cluster 0 <-- tumoral
Cluster 1 <-- No class

Incorrectly clustered instances :	45.0	 50      %