=== Clustering stats for training data ===

Cluster 0
(((((((((((3.88035332905008:30.88577,((((3.7922497464482:28.56706,((((((((((3.92515972840934:19.73795,3.96750635311556:19.73795):0.88432,3.94313906443486:20.62227):2.96849,(3.9725511229772:22.13095,3.83632345295181:22.13095):1.45982):0.11605,3.88343472261654:23.70681):0.05883,3.95288359130794:23.76565):1.14107,3.82687146199041:24.90672):0.90793,4.02180908126307:25.81466):1.14654,3.91293451117442:26.96119):1.45684,4.00896100688849:28.41804):0.01213,3.90759449631175:28.43017):0.13689):0.36393,(3.863435922826:27.6085,3.82284889131976:27.6085):1.32249):0.94954,3.83680882507992:29.88053):0.79765,(((((3.83770901333293:22.87936,3.80422949206885:22.87936):1.7741,3.8069898061531:24.65346):1.56594,3.78016812483766:26.2194):1.59786,3.82870000069985:27.81726):1.68394,(3.85077851707022:29.20651,3.88820708016806:29.20651):0.2947):1.17697):0.20759):0.14819,3.79300989779272:31.03396):0.13084,3.96779006704196:31.1648):0.75377,3.78879183324139:31.91857):1.46593,3.89389958111185:33.3845):0.85741,3.85880934009266:34.24191):0.29396,3.9981060227207:34.53587):0.58304,(((6.39365636925781:24.91336,(6.69904005959342:20.24808,5.99893603532443:20.24808):4.66528):8.86599,(((6.84010669361221:30.53724,(((((8.22167928544916:25.14245,8.42313101119942:25.14245):2.45514,7.99765424132921:27.59759):0.29963,7.55675032951362:27.89722):0.2838,8.66863435144859:28.18102):1.26052,7.93174023503917:29.44154):1.0957):1.19888,9.44567974434435:31.73612):1.39629,8.37822689918709:33.13241):0.64693):0.61407,8.08507240283456:34.39341):0.72549):0.40134,3.8140115117032:35.52025):0.01771,3.83581624033086:35.53796):2.56478,(5.3550165750853:35.8734,5.48459486545829:35.8734):2.22935)

Clustered Instances

0      47 ( 98%)
1       1 (  2%)


Class attribute: class
Classes to Clusters:

  0  1  <-- assigned to cluster
 24  0 | normal
 23  1 | heptocarcinoma

Cluster 0 <-- normal
Cluster 1 <-- heptocarcinoma

Incorrectly clustered instances :	23.0	 47.9167 %