=== Clustering stats for training data === Cluster 0 ((((((((((((((((((((((((((((((((((((((((((((((5.18348920316761:22.86597,((4.88027513564027:21.48859,5.62785055578227:21.48859):1.20088,4.99821365069635:22.68947):0.17651):0.09625,6.05951279577985:22.96223):0.43866,((((((((5.49293376872242:21.25912,(((5.57059314620706:18.27535,(5.48685321493521:16.57869,5.41102220904681:16.57869):1.69667):2.03738,5.92115310119459:20.31274):0.84883,5.76875282064286:21.16157):0.09755):0.57687,((((5.72257777924202:19.45209,5.6666961200233:19.45209):1.85066,6.10516308803253:21.30275):0.10483,5.78458196963016:21.40759):0.11059,(((5.61672056398607:19.65027,5.88477932805388:19.65027):0.08697,(((5.86702237101386:17.31843,5.96968959081882:17.31843):0.90772,5.93570382505988:18.22615):0.87238,5.6581798384666:19.09853):0.63871):0.57219,5.91132157936796:20.30943):1.20875):0.31781):0.10722,5.51931024797119:21.9432):0.01135,5.96467201571102:21.95456):0.08724,((5.86484641483992:20.01864,6.57208497584283:20.01864):0.38045,6.01699119758461:20.39908):1.64271):0.03631,5.57696250967793:22.07811):0.03466,5.62497862988566:22.11277):1.0994,4.85991037086701:23.21217):0.18872):0.2769,(5.22016701711914:22.21757,5.3982172187403:22.21757):1.46022):0.13697,6.17424749945311:23.81476):0.03506,6.77708058854769:23.84982):0.01459,5.92652711668147:23.86441):0.00487,5.64102385447448:23.86927):0.69053,6.03063070150325:24.5598):0.47359,5.92505458698031:25.03339):0.0818,5.92074737853782:25.11519):0.30297,(5.60941237046429:24.6775,6.17244218157342:24.6775):0.74067):0.16386,4.57394272890498:25.58203):0.15325,5.30338261194105:25.73527):0.03821,5.92951935134572:25.77349):0.00752,5.68030775006871:25.781):0.15152,6.02641974350887:25.93253):0.34079,5.23271831350425:26.27331):0.21838,5.42859399064482:26.49169):0.78906,6.47429687928201:27.28075):0.20268,5.64320123473155:27.48344):0.26819,4.95412300071808:27.75162):0.65325,(5.3125360652648:27.45573,6.55117088189471:27.45573):0.94915):0.14954,5.28275871407552:28.55442):0.14417,5.73500159486687:28.69859):0.20046,5.26592337959229:28.89905):0.10763,5.36909662224838:29.00668):0.07215,6.18519992244236:29.07883):0.4203,5.34680989669101:29.49913):0.62859,5.49157812772007:30.12773):0.51146,5.98013589237812:30.63919):0.62993,(5.86760288691471:29.04631,5.46046513664599:29.04631):2.22282):0.01415,5.04015794123119:31.28327):1.5919,5.35222884219903:32.87517):4.38066,((((((((((((5.00533920652936:29.2727,(((((((((5.76598188665739:24.14872,6.56634169124515:24.14872):0.31246,(((((5.79661352378314:21.9505,(5.56086393757894:20.60265,(5.62785055578227:18.21246,5.36892225596278:18.21246):2.39019):1.34785):1.14206,5.68176234938197:23.09256):0.45882,6.18031714094921:23.55138):0.54731,5.52559355946251:24.09869):0.35448,5.00061829404765:24.45316):0.00802):0.02885,5.83342188096101:24.49004):0.65632,5.47597332577717:25.14636):0.47521,(6.56566866443651:25.2112,5.82185347428452:25.2112):0.41037):0.87338,5.53978531955598:26.49495):0.01768,(5.81016241714813:26.04146,(((5.63104005046854:21.70796,5.7421486636844:21.70796):1.40301,5.10430697288769:23.11097):1.9489,(5.64195231865822:22.46341,5.64195231865822:22.46341):2.59646):0.98159):0.47117):0.4496,6.08350002768274:26.96224):1.13327,6.02781950539533:28.09551):1.17719):0.24941,5.33630300254056:29.52211):0.43548,5.46171896653625:29.95759):1.54825,5.7192479902218:31.50585):0.04244,5.11118151954379:31.54829):0.043,5.45765085015686:31.5913):0.85105,5.48206914629009:32.44235):0.14814,6.21758330356149:32.59049):2.34369,5.32022807202193:34.93418):0.73788,6.7569618065755:35.67206):0.56391,5.15618007473038:36.23597):0.58798,6.51281098024811:36.82395):0.43188):0.21699,5.71897454473983:37.47282):0.08484,(6.61439060406011:36.6475,5.84550830089067:36.6475):0.91016):0.12766,5.31324426787051:37.68532):0.33813,5.37712056224106:38.02345):0.02037,4.76188452037392:38.04382):0.22826,5.60115670783741:38.27207):1.28467,5.78350961961433:39.55674):2.74035,4.75821719634679:42.29709):1.63796,4.87411721207182:43.93505):2.07912,5.38395519834594:46.01416):0.03863,6.18010299729208:46.05279) Clustered Instances 0 112 ( 97%) 1 1 ( 1%) 2 1 ( 1%) 3 1 ( 1%) Class attribute: class Classes to Clusters: 0 1 2 3 <-- assigned to cluster 40 1 1 0 | breast_cancer_mixed 31 0 0 0 | breast_cancer_dcis 35 0 0 1 | breast_cancer_idc 6 0 0 0 | normal Cluster 0 <-- breast_cancer_mixed Cluster 1 <-- No class Cluster 2 <-- No class Cluster 3 <-- breast_cancer_idc Incorrectly clustered instances : 74.0 64.3478 %