=== Clustering stats for training data ===

Cluster 0
((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((5.0320286270892:16.36732,4.9808426167572:16.36732):0.82501,((4.98215563570712:16.59722,4.99437821364953:16.59722):0.40656,4.9877440363021:17.00378):0.18855):0.94239,4.92865341056083:18.13472):0.09451,4.97392209825583:18.22923):0.26619,(5.00635901234646:18.42573,4.97161872539641:18.42573):0.06969):0.1283,5.05717842906995:18.62372):0.17331,(5.05232426322929:17.79663,5.01067648491348:17.79663):1.0004):0.20522,4.9594164544979:19.00225):0.27895,(((4.94997152567618:18.26448,5.08004576806513:18.26448):0.58707,4.97445821196955:18.85155):0.07972,5.20981389453964:18.93126):0.34995):0.0941,(((4.9860182710313:18.08279,4.97676684643907:18.08279):0.42306,5.03743405450651:18.50585):0.49498,5.06808557434286:19.00082):0.37449):0.44624,5.00096416167469:19.82155):0.04382,(5.10817780661628:18.88224,5.01232909818204:18.88224):0.98313):0.04341,5.03731303388475:19.90878):0.4458,4.92470083967131:20.35458):0.37048,5.07527238702511:20.72507):0.73019,4.97829921039825:21.45525):0.13599,5.03624384305296:21.59124):0.46278,(((4.94485608061451:18.51436,5.02626421525377:18.51436):0.86983,5.16732768915493:19.38419):0.66802,5.07077689507134:20.05222):2.00181):0.24158,(5.09630254633439:20.23774,4.94592135433281:20.23774):2.05787):0.43468,4.97201490496036:22.73028):0.06006,5.04501832263465:22.79034):0.17775,5.08259037653704:22.9681):0.14824,4.97224581655844:23.11633):0.30955,4.97690684186836:23.42588):0.01668,5.12415671206722:23.44256):0.1285,5.00376019895176:23.57106):0.36108,5.03100191802181:23.93215):0.03708,((5.13116973110913:23.27698,(5.02578619365295:22.92665,5.03867915521424:22.92665):0.35033):0.65584,5.09616418817366:23.93282):0.03641):0.54918,5.06427797674198:24.5184):0.16559,4.93810232064801:24.684):0.06465,5.1242127639709:24.74864):0.02509,4.96499717010947:24.77374):0.10916,(4.97183628595679:23.89096,4.95454528169745:23.89096):0.99194):0.00635,5.11934148655531:24.88925):0.05735,5.02878576597754:24.9466):0.20568,4.978372884704:25.15228):0.00732,4.91962482558009:25.1596):0.03457,4.91740861322036:25.19417):0.17295,(4.99477173882263:23.62724,5.11598382523588:23.62724):1.73988):0.15797,5.02032885317615:25.52509):0.02846,5.11540492982257:25.55355):0.3256,4.97673244773169:25.87915):0.56543,5.22213789960212:26.44458):0.42895,5.04165293354693:26.87354):0.32131,5.03405279262504:27.19485):0.44827,5.09476169577756:27.64312):0.13069,4.99416442535524:27.77382):0.02171,5.05285169565138:27.79552):0.03296,4.99014086815656:27.82849):0.01072,5.06215582253965:27.83921):0.10574,5.17385088783393:27.94495):0.69453,5.10883459462682:28.63948):0.13987,5.094730184854:28.77935):0.00121,5.14618242359457:28.78055):0.01453,5.11897234807829:28.79508):0.81856,((5.528361304332:27.37728,5.35924893077404:27.37728):0.51063,5.13437806082029:27.88791):1.72573):0.11784,5.06004789412099:29.73148):0.04101,4.91993489727328:29.77249):0.04511,5.04967798545174:29.8176):0.54674,5.07598882184804:30.36433):0.03314,5.35642869213465:30.39748):0.81517,((5.06328733717415:26.56788,5.15747583662872:26.56788):2.56506,5.18639022299859:29.13295):2.0797):0.30802,5.29323385170696:31.52067):0.10576,5.05548358696365:31.62643):0.1495,5.19430395326181:31.77593):0.01967,5.41904498733047:31.79559):0.56563,5.27040973444767:32.36123):0.39386,(5.16306485490574:30.31034,5.39171043810652:30.31034):2.44475):0.31661,5.19983443237069:33.0717):0.52356,5.24191964411018:33.59526):0.20753,5.19250001866289:33.80279):0.12734,5.27575924018329:33.93012):0.34409,5.30480045088933:34.27421):0.53349,5.50402688323106:34.8077):1.81888,5.14263306970425:36.62659):1.99291,5.43456755249639:38.61949):0.7674,5.01231441367634:39.38689):1.72464,5.20273758859071:41.11153)

Clustered Instances

0      104 ( 99%)
1        1 (  1%)


Class attribute: class
Classes to Clusters:

  0  1  <-- assigned to cluster
 53  0 | normal
 51  1 | tumoral

Cluster 0 <-- normal
Cluster 1 <-- tumoral

Incorrectly clustered instances :	51.0	 48.5714 %