=== Clustering stats for training data ===

Cluster 0
(((((((((((2.7498629175648:45.56509,(((((((((((((((((((((((2.86802982836628:41.57397,2.74698285480733:41.57397):0.47,(2.80548470760431:41.77118,2.73405381989065:41.77118):0.27278):0.34446,3.00036204971368:42.38842):0.06382,((((((((2.63020909521119:40.74787,((2.73377493476107:40.05401,(2.53520526940467:39.28164,2.65582030486413:39.28164):0.77237):0.51972,((((2.72207699718185:27.39947,3.01982596030575:27.39947):12.46287,(((((((((((2.68679113259187:36.42512,((2.40079141837025:31.46786,2.52947681553085:31.46786):3.32493,2.46737941993023:34.79279):1.63233):0.72291,2.61062761717175:37.14803):0.05647,2.41846919182768:37.2045):0.11965,2.54711921744323:37.32414):0.7184,2.60643998646013:38.04254):0.13222,2.61015417410253:38.17477):0.22899,2.50406829113297:38.40375):0.62513,(2.46189478874149:37.19687,2.68526546219167:37.19687):1.83201):0.22734,2.52736092183312:39.25622):0.33268,(2.43527862600294:38.6144,(2.51007997255434:37.00001,(2.70714153901653:36.34715,2.40336870703949:36.34715):0.65286):1.61439):0.9745):0.05799,((2.48767141680251:36.22751,2.58151492344638:36.22751):1.74727,2.54669969320254:37.97477):1.67211):0.21545):0.28874,(((2.34477837739423:37.59282,2.45339427390427:37.59282):0.18285,2.27116578392289:37.77566):1.15098,(2.32146643926684:38.8398,((2.42885931749462:20.30669,2.44647684890046:20.30669):17.9135,2.43843569857738:38.22019):0.61962):0.08684):1.22443):0.34377,(2.60719197345677:35.97216,2.70758009456662:35.97216):4.52269):0.07888):0.17415):0.04906,2.5166914978045:40.79694):0.01399,2.32520465693839:40.81093):0.0017,2.37710796414787:40.81262):0.74829,2.22048545213424:41.56091):0.43794,(2.64304661533856:41.35308,2.63560960353904:41.35308):0.64577):0.03095,2.37031644668875:42.0298):0.39001,2.55015311652603:42.41981):0.03243):0.08186,(2.296071417693:39.85338,2.28086162245721:39.85338):2.68072):0.15159,2.28313191116198:42.68569):0.02565,2.67062419941737:42.71134):0.14747,2.73422473838802:42.85881):0.04896,2.45527108673308:42.90777):0.04438,2.36316838940385:42.95215):0.12495,(2.56793130192666:29.6847,2.56415798197337:29.6847):13.39241):0.0955,2.64356929874391:43.17261):0.02988,2.59228635120111:43.20249):0.01215,2.24146744864674:43.21464):0.02205,2.24270346546342:43.23669):0.78769,2.90291617855967:44.02439):0.01599,2.60476114447032:44.04038):0.3227,2.51027164922414:44.36307):0.10104,(2.39199749874277:42.99781,(2.56774726252399:41.3089,2.44523164445899:41.3089):1.68891):1.4663):0.6614,(2.61642502388214:43.66239,2.44532471656054:43.66239):1.46312):0.07361,3.22370994197052:45.19912):0.23942,(2.65631460533029:45.37399,2.69453834733653:45.37399):0.06455):0.11609,2.63650600419646:45.55463):0.01046):0.47089,2.71431051221344:46.03598):0.40517,2.76080044704445:46.44115):0.60902,3.00264810317903:47.05017):0.57674,2.5958573050085:47.62691):3.84932,2.42551450462482:51.47623):1.00529,2.74233193086916:52.48152):0.31661,2.84719623152479:52.79813):0.35057,2.92926606585814:53.1487):4.75409,3.08933869244369:57.90279):1.28799,2.9805450071891:59.19078)

Clustered Instances

0      84 ( 99%)
1       1 (  1%)


Class attribute: class
Classes to Clusters:

  0  1  <-- assigned to cluster
 48  0 | tumoral_urothelia
 36  1 | normal_urothelia

Cluster 0 <-- tumoral_urothelia
Cluster 1 <-- normal_urothelia

Incorrectly clustered instances :	36.0	 42.3529 %