=== Clustering stats for training data ===

Cluster 0
((((((((((((((((((((((((((((((((((((((((((((((((((8.25796033215066:31.39312,(8.68338449803843:30.55666,8.47246274008833:30.55666):0.83646):0.06943,(8.40880362816583:31.02392,8.48020321852217:31.02392):0.43863):0.21836,8.11036616452608:31.68092):0.04658,(((9.04853235421241:29.90053,(8.88804097136334:29.68899,8.89178218365109:29.68899):0.21154):0.72962,8.65124967780955:30.63015):1.02603,((8.59714323435369:30.73703,(8.63144639723439:29.83545,8.70081351915021:29.83545):0.90158):0.42661,(8.74379365719773:30.29779,8.58951952735478:30.29779):0.86585):0.49254):0.07131):0.25931,8.39617147016904:31.9868):0.16864,8.22534003357591:32.15544):0.08843,8.52978767823761:32.24387):0.26125,(8.33167272635138:30.76684,8.63504827016785:30.76684):1.73828):0.19113,8.28515244881782:32.69625):0.29796,8.78393217408765:32.99421):0.28251,8.17796528534194:33.27672):0.5048,8.26190444198278:33.78152):0.35275,8.60793732519779:34.13427):0.27614,8.3856567772138:34.41041):0.26361,8.65572775107515:34.67402):0.05586,8.58253171267725:34.72989):0.07811,(8.58748107260067:30.87404,8.76523046323419:30.87404):3.93395):0.21481,8.49781294091631:35.0228):0.54031,8.64693306029525:35.56311):0.12969,(8.65030795552709:33.93992,8.65975237237659:33.93992):1.75288):0.28364,8.32256800237308:35.97643):0.25583,8.5488706421012:36.23226):0.22322,8.79073484425232:36.45548):0.22787,8.61187820153314:36.68335):0.02565,9.03760154119394:36.709):0.06637,9.73734206260004:36.77537):0.05866,8.54688460010613:36.83403):0.06668,8.90508230311581:36.90071):0.09549,8.66808358430859:36.9962):0.3214,8.91372923517767:37.3176):0.28663,8.54032391893174:37.60423):0.02993,8.37667588088205:37.63416):0.41216,8.39377241454068:38.04632):0.03074,8.79944136554447:38.07706):0.51287,8.68284910465871:38.58993):0.55617,8.69866249781151:39.1461):0.08913,8.79381345267432:39.23523):0.1038,8.59866291558942:39.33904):0.85926,8.91546278579668:40.19829):1.50557,8.76448457030878:41.70386):0.11745,8.7604484401042:41.82131):0.28261,8.87408497714721:42.10393):0.00615,8.53176534271978:42.11008):0.2022,9.02935111287624:42.31228):0.6677,9.04500584917368:42.97997):0.56266,8.80980602636926:43.54264):0.36325,8.1857386187623:43.90589):0.58107,9.16676593738213:44.48696):3.04645,8.86792322114531:47.53341):2.0209,8.6144938726366:49.55431)

Clustered Instances

0      64 ( 98%)
1       1 (  2%)


Class attribute: class
Classes to Clusters:

  0  1  <-- assigned to cluster
 31  1 | normal
 33  0 | adenocarcinoma

Cluster 0 <-- adenocarcinoma
Cluster 1 <-- normal

Incorrectly clustered instances :	31.0	 47.6923 %