=== Clustering stats for training data ===

Cluster 0
(((((((2.67349392640212:40.00391,((((2.64360938102073:37.03785,2.62062502582971:37.03785):1.56033,((2.60357347434737:38.07332,((2.76311230036455:36.99429,(2.84698027770882:35.06207,(2.70473268697077:35.00993,(2.72612674729615:33.31438,(((2.61338557977439:29.37272,((2.68775023252306:28.26507,(((((((((((2.64278406516388:23.54173,2.64346383987557:23.54173):0.02958,(2.67211905026096:23.06893,2.65324260310078:23.06893):0.50238):0.11807,(2.76648094348746:23.33779,2.7065919354391:23.33779):0.35159):0.08303,2.61079396328852:23.7724):0.82454,2.74106954393419:24.59695):0.35145,2.63424828853261:24.94839):0.58797,2.71035716638019:25.53636):0.6325,2.75788779590196:26.16887):1.09374,2.7209312752686:27.26261):0.56112,2.64072327568273:27.82373):0.3954,2.69978331195688:28.21913):0.04594):0.69686,2.74547892424492:28.96193):0.41079):3.01374,2.84522949382765:32.38646):0.44912,2.80534437596854:32.83559):0.4788):1.69555):0.05214):1.93221):0.0041,2.72602703979445:36.99839):1.07493):0.45179,2.77976838583167:38.52511):0.07307):1.15376,2.59567099944003:39.75194):0.22187,2.66978325115299:39.97381):0.0301):0.42383,((2.76399159460912:39.63846,2.77785989444948:39.63846):0.78028,(2.69500231734969:39.1235,2.59009897356456:39.1235):1.29524):0.00901):0.03699,2.65004031614116:40.46474):3.06123,2.89988373026479:43.52597):3.11431,2.90805212952123:46.64028):0.17035,2.58223605164991:46.81063):1.13797,2.63894849752581:47.9486)

Clustered Instances

0      40 ( 98%)
1       1 (  2%)


Class attribute: class
Classes to Clusters:

  0  1  <-- assigned to cluster
 21  1 | HCC
 19  0 | normal

Cluster 0 <-- HCC
Cluster 1 <-- No class

Incorrectly clustered instances :	20.0	 48.7805 %