=== Clustering stats for training data ===

Cluster 0
(((((((((((((((((((((((((((((((((9.93926305761535:28.91597,(10.1167060339531:25.72568,10.4879727177726:25.72568):3.19028):0.52717,10.7280957702393:29.44314):0.40318,(((8.79611690547917:29.43531,((8.66072320446115:28.91535,8.5687520671584:28.91535):0.39154,9.32944563064397:29.30689):0.12842):0.15467,(9.92608863260413:29.43447,(9.94570675265906:28.92062,10.384915164092:28.92062):0.51385):0.1555):0.03806,10.2903507597308:29.62804):0.21828):0.10976,(9.75396239588167:29.86156,(9.63286612094783:28.25753,9.83778911437663:28.25753):1.60403):0.0945):0.59436,9.31250593243285:30.55043):0.40662,8.48059870005569:30.95705):0.05467,10.6239149272579:31.01172):0.08453,9.37841646734896:31.09624):0.2854,9.05082747988442:31.38164):0.46154,(10.2101275968973:31.83978,10.1750423228399:31.83978):0.0034):0.23649,10.0585865220662:32.07966):0.05353,(9.75395699731131:30.17329,9.35710817183333:30.17329):1.9599):0.15851,10.6767306819611:32.2917):0.12823,10.3895882133508:32.41992):0.47007,8.80996708380995:32.89):0.30757,10.2312956630609:33.19756):0.09623,9.72417280326815:33.29379):0.06412,(11.1357782247764:32.13256,9.98439663080737:32.13256):1.22536):0.08411,9.85519465107684:33.44203):0.76192,10.6768265259175:34.20395):0.12578,(10.4038647249444:33.93483,9.4271571521618:33.93483):0.3949):0.19842,9.74938375187275:34.52815):0.06776,10.2829413555993:34.5959):0.34577,10.5511633379412:34.94168):0.43146,10.0510149411643:35.37313):1.40477,10.1676581976664:36.77791):1.91676,11.243394149703:38.69466):0.37079,12.0771503896587:39.06545):0.48728,11.7665980581245:39.55273):0.18048,11.6315439671455:39.73322):0.02491,10.6158814702874:39.75813):0.91958,((11.5757902447092:39.80902,((10.3784262755967:35.97003,11.2098605869274:35.97003):0.90057,10.6731221209386:36.8706):2.93842):0.80545,11.6222770730961:40.61447):0.06324):0.98122,10.6090100882841:41.65893)

Clustered Instances

0      52 ( 95%)
1       1 (  2%)
2       1 (  2%)
3       1 (  2%)


Class attribute: class
Classes to Clusters:

  0  1  2  3  <-- assigned to cluster
 15  1  0  0 | adenoma
 17  0  0  0 | carcinoma
 11  0  0  0 | metastasis
  9  0  1  1 | normal

Cluster 0 <-- carcinoma
Cluster 1 <-- adenoma
Cluster 2 <-- No class
Cluster 3 <-- normal

Incorrectly clustered instances :	36.0	 65.4545 %