=== Clustering stats for training data === Cluster 0 (((((((((((((((((((8.94380476194165:19.65411,(9.79759751791218:19.45756,8.66222969884243:19.45756):0.19655):7.57134,((9.79358051327148:24.5554,((10.0638914768977:22.66804,(10.3538710802737:22.22763,8.91254280535424:22.22763):0.44041):0.03988,8.84672727897054:22.70792):1.84748):2.07819,(10.8984133775517:24.54551,(10.2530781877972:22.83872,10.690107974471:22.83872):1.7068):2.08807):0.59186):2.35013,8.98128662637287:29.57558):9.77614,((9.67872182509237:38.24904,(((((((((((((9.63974281515958:35.08085,10.5891474140257:35.08085):1.09839,((((9.0045446490939:34.31398,(((9.87372262688339:28.53702,10.2702094560364:28.53702):2.40611,9.40624287980414:30.94314):2.63904,8.54461970184004:33.58217):0.73181):0.72742,9.27068497194025:35.04141):0.42248,10.0247271446091:35.46389):0.58032,((((((((((9.04933333733259:32.81459,(8.84802643140313:30.6361,(((9.74073268032936:28.49403,(9.65631442453329:28.40142,10.2597766760051:28.40142):0.09261):0.29694,8.51043943596433:28.79097):1.43025,8.60284413185324:30.22122):0.41489):2.17849):0.04323,8.66119649714258:32.85782):1.70546,(((((8.86895882005926:33.09382,((9.80581788770767:30.64876,7.98543063882077:30.64876):1.12148,(10.7625133076473:27.98429,9.07742863277251:27.98429):3.78595):1.32358):0.63911,9.61836609486341:33.73294):0.38464,(((8.83860385079883:32.81721,8.38963446514966:32.81721):0.83639,10.3173506477886:33.6536):0.06061,9.75896515482892:33.71421):0.40337):0.21984,9.73619361523003:34.33742):0.11075,8.64750954475049:34.44817):0.11511):0.22606,(((9.1556478822797:31.90376,9.80899704455252:31.90376):1.43287,8.64023142961882:33.33663):1.36581,9.25650468027736:34.70244):0.08691):0.18241,9.4056270373182:34.97176):0.07897,9.35840795678428:35.05072):0.46899,8.63655877507161:35.51971):0.25694,8.33889326260887:35.77665):0.15411,8.73830627473168:35.93076):0.09809,((10.0281697992053:31.14693,10.2335707110982:31.14693):3.77556,8.11999378511996:34.92249):1.10635):0.01537):0.13503):0.03027,8.41602394939295:36.20951):0.07061,8.51027083852889:36.28012):0.01315,8.50396431206843:36.29327):0.21547,10.1066822357672:36.50874):0.02937,10.1659518177609:36.53811):0.30926,10.7149497928418:36.84736):0.68368,8.58384729298607:37.53104):0.13969,8.5405093795177:37.67074):0.16557,8.63018846886771:37.8363):0.00931,((8.45145680561712:32.96781,9.69349887450716:32.96781):4.46155,9.7417191861644:37.42936):0.41625):0.37462,8.71587040637966:38.22023):0.02881):0.93265,8.63152285814519:39.18169):0.17004):0.17257,10.3220842364719:39.52429):0.39183,8.52961639035363:39.91612):0.22732,10.2983538513903:40.14344):0.12086,8.81656967669525:40.26431):0.32514,7.63566597077138:40.58944):0.13087,10.480947917555:40.72032):0.33925,10.3716387450333:41.05957):0.25274,12.1378426654708:41.31231):0.93114,8.32772074235098:42.24345):0.09027,9.15270238736058:42.33372):0.27821,8.59479826242718:42.61193):0.18007,9.99101779473326:42.792):0.68835,9.17633961438291:43.48034):0.1832,8.65997096510625:43.66354):0.10511,7.44729773411256:43.76865) Clustered Instances 0 83 ( 97%) 1 1 ( 1%) 2 1 ( 1%) 3 1 ( 1%) Class attribute: class Classes to Clusters: 0 1 2 3 <-- assigned to cluster 12 0 0 0 | normal 27 1 0 0 | high_grade_dysplasia 20 0 1 0 | low_grade_dysplasia 24 0 0 1 | adenocarcinoma Cluster 0 <-- high_grade_dysplasia Cluster 1 <-- No class Cluster 2 <-- low_grade_dysplasia Cluster 3 <-- adenocarcinoma Incorrectly clustered instances : 57.0 66.2791 %