=== Clustering stats for training data ===

Cluster 0
(((((((((((((((((((((((((((((((((((1.73718466082534:33.01999,(((((((((1.91734499223147:32.08163,(((((((((((1.9953560196042:27.75994,1.98457372679831:27.75994):1.36328,((1.87473556063506:27.87644,((1.99367973860486:22.94937,2.02243328748408:22.94937):1.0407,1.88425945093102:23.99008):3.88637):0.19992,2.11233592103813:28.07636):1.04686):0.51889,1.91932175451492:29.64211):0.31704,(1.83873228005962:28.65938,1.84819698291153:28.65938):1.29977):0.51802,(1.88134455434235:29.69771,2.00076677548336:29.69771):0.77946):0.10589,1.81586789300097:30.58306):0.10396,1.88535233128165:30.68702):0.00622,1.93242842931427:30.69324):0.33956,1.82459703642977:31.03279):0.46375,2.06015878496938:31.49654):0.42222,(2.10345357561818:29.27942,2.17228074164597:29.27942):2.63934):0.16287):0.00149,1.93726047470924:32.08312):0.10293,1.95479915878499:32.18605):0.03707,2.13350423375778:32.22312):0.07007,2.06010499403944:32.29319):0.1329,1.99490527611981:32.42608):0.10158,2.16707590296394:32.52766):0.26812,1.92047335748778:32.79578):0.13356,(1.81061518292501:19.01227,1.78677765748773:19.01227):13.91708):0.09065):0.10542,2.07429621086386:33.12541):0.08384,1.79798607161421:33.20926):0.18182,1.82869998447703:33.39107):0.1594,2.26444392833592:33.55047):0.07304,2.17540766544665:33.62352):0.1252,2.18865966561471:33.74871):0.02428,1.87897872197:33.773):0.22446,1.91056901462809:33.99746):0.00775,2.08997009290829:34.0052):0.13242,1.94688649671327:34.13763):0.04415,1.92207491123523:34.18178):0.77309,2.18100147682589:34.95487):0.07156,2.05600799810581:35.02643):0.00456,2.01971297715684:35.03099):0.95089,2.0141601960144:35.98188):0.05743,2.1095478380152:36.03931):0.29886,2.23305008314225:36.33817):0.28411,1.87097736999671:36.62228):0.38759,1.94511382110457:37.00987):0.96407,2.0020777581741:37.97394):0.0207,1.95070472768948:37.99464):0.03522,2.09474016609455:38.02985):0.00408,2.06492194075455:38.03393):0.0199,2.12357459375043:38.05383):0.14871,1.9684964802749:38.20254):0.82244,2.27334524101167:39.02499):0.25523,2.10918380547844:39.28021):0.23157,2.00499674859747:39.51178):0.29766,2.14929136188039:39.80944):1.5243,2.3341153697304:41.33374):0.74012,2.03136411417722:42.07385):0.04627,2.23232905161849:42.12012):0.02415,2.1552885950298:42.14427):0.38848,2.10716001920915:42.53275)

Clustered Instances

0      64 ( 97%)
1       1 (  2%)
2       1 (  2%)


Class attribute: class
Classes to Clusters:

  0  1  2  <-- assigned to cluster
 28  0  0 | cancer_epithelial
 26  1  1 | cancer_stroma
 10  0  0 | normal

Cluster 0 <-- cancer_epithelial
Cluster 1 <-- No class
Cluster 2 <-- cancer_stroma

Incorrectly clustered instances :	37.0	 56.0606 %