=== Clustering stats for training data === Cluster 0 ((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((8.77793142823906:33.74542,(8.19955994336407:31.2901,8.51132326296823:31.2901):2.45532):3.07309,(((((((7.68478835310776:35.56954,((((((((((7.54467709668233:30.67528,((8.37076399103946:25.89337,9.06358370408625:25.89337):2.51906,8.6983853548944:28.41243):2.26285):0.0946,7.88722612817743:30.76988):1.23293,8.78317271567942:32.00281):1.25954,8.28862859785488:33.26236):0.9915,(((9.16335843601075:32.58443,8.27822132547987:32.58443):0.73908,8.41710284944972:33.3235):0.4997,9.26257241962657:33.82321):0.43065):0.62577,8.34132692718427:34.87963):0.22342,(9.28324482095253:31.84875,8.73874676963275:31.84875):3.25431):0.11878,8.15196340212441:35.22183):0.01248,9.60020221956656:35.23431):0.26394,7.36478876937207:35.49825):0.07129):0.27872,8.42976917520546:35.84826):0.4031,(8.50071272346984:33.8241,8.16604803978065:33.8241):2.42726):0.12721,8.40851555639094:36.37857):0.16051,8.12629123133156:36.53908):0.00815,8.45459678192599:36.54723):0.25842,8.37955763501895:36.80565):0.01286):0.09611,((8.35250989855099:36.90007,7.76702383986039:36.90007):0.00879,((8.81540144245356:36.54307,(8.24538722827644:36.41679,(8.05825438140015:36.41069,8.89807141267106:36.41069):0.0061):0.12627):0.12877,7.85215612604457:36.67184):0.23702):0.00577):0.0161,8.21849266027387:36.93072):0.22506,9.53450382547772:37.15578):0.15716,9.20810299210203:37.31294):0.38853,7.66976886344006:37.70147):0.01065,7.67305461500535:37.71212):0.01393,(9.21267227802297:31.94445,8.75626545059845:31.94445):5.7816):0.0604,8.29625395905958:37.78645):0.01435,8.58729872544952:37.8008):0.03081,7.88497549866729:37.83161):0.23282,9.39002243680608:38.06443):0.21547,7.90751133550099:38.2799):0.00802,7.865149682774:38.28793):0.00645,7.89290242399758:38.29438):0.10315,8.74596541801399:38.39753):0.03704,7.94122063765118:38.43457):0.12426,9.10713847016779:38.55883):0.03067,6.84958792401118:38.5895):0.07452,8.54185607761309:38.66402):0.13189,(9.88436453728987:34.43464,9.45894058526622:34.43464):4.36127):0.00624,7.23214404513007:38.80215):0.06531,9.31351677634169:38.86746):0.15143,9.16422084282373:39.01889):0.48329,7.00838542739835:39.50218):0.04456,8.40590506411803:39.54674):0.04089,7.64329583359506:39.58763):0.00558,7.17476830695017:39.59321):0.24856,8.12791303260596:39.84177):0.08121,7.69947132028074:39.92298):0.02451,8.32794158685834:39.94749):0.04794,8.42657806303485:39.99543):0.28969,8.15774848979531:40.28512):0.00589,8.13676388410037:40.29101):0.64982,9.0270725406124:40.94083):0.3285,8.34530364515234:41.26933):0.1186,8.93071185615669:41.38793):0.01863,10.3089819447032:41.40656):0.07365,5.90982112396326:41.48021):0.54422,9.34930429507864:42.02443):0.08293,7.76059133187329:42.10737):0.00386,8.37441209875895:42.11122):0.41549,6.8207682797004:42.52672):0.06623,9.2398677342077:42.59295):0.22729,9.28809364008185:42.82024):0.16645,(8.10959910759257:42.40368,7.67648402602049:42.40368):0.58302):0.2634,(8.31851461889255:40.31579,7.7716054833883:40.31579):2.93431):0.06182,9.53618883105875:43.31192):0.1635,7.15127947283065:43.47542):0.0399,8.7339545312174:43.51532):0.01311,8.94750739362592:43.52843):0.71855,7.59717251946323:44.24699):1.01492,7.58337616633676:45.2619):0.91795,7.74299715134912:46.17985):0.27469,7.43075877980074:46.45454):0.02853,7.87887390631789:46.48308):0.29987,9.78872369178118:46.78295):0.27883,7.83153918985058:47.06177):0.64768,7.56778191604716:47.70945):0.28096,8.90574070421773:47.99041):0.72863,8.96225829173749:48.71904):1.71213,10.37014346562:50.43117):3.18991,7.58575626469792:53.62108) Clustered Instances 0 100 ( 99%) 1 1 ( 1%) Class attribute: class Classes to Clusters: 0 1 <-- assigned to cluster 44 1 | DCIS 56 0 | IBC Cluster 0 <-- IBC Cluster 1 <-- DCIS Incorrectly clustered instances : 44.0 43.5644 %