=== Clustering stats for training data ===

Cluster 0
((((((((((((((((((((((((((((((((((((((((((4.37807908951406:37.92803,(((((((((((((4.47885522018036:30.78029,4.44029038400526:30.78029):2.24215,((((4.74873258456184:28.53281,4.52205675534297:28.53281):0.34054,4.41125884284157:28.87335):0.06932,4.7008841223829:28.94267):0.3773,4.40545168894109:29.31997):3.70246):2.35347,(4.47695398751991:34.33099,4.37886142057295:34.33099):1.04491):0.04228,(4.42508149287798:32.59686,4.4057757148951:32.59686):2.82133):0.37142,4.58492061183647:35.7896):0.40188,4.33504512646684:36.19149):0.30692,4.43822475238199:36.4984):0.35279,4.50170712685824:36.85119):0.18338,(4.56843704212855:35.44868,4.41655175811705:35.44868):1.58589):0.07856,(((((4.48573175665685:32.92654,4.73920571271815:32.92654):0.58841,4.87681994071297:33.51495):3.17105,4.76912369006147:36.686):0.15462,5.20251320997512:36.84062):0.2129,4.89230296200489:37.05352):0.05961):0.36738,4.80693551248013:37.48051):0.11697,4.49633056708029:37.59748):0.26409,4.56225745250836:37.86156):0.06647):0.22544,5.31234439332784:38.15347):0.14626,4.55223412033626:38.29973):0.02261,4.33484265716351:38.32234):0.20901,4.37013523356163:38.53136):0.13649,4.53497405785076:38.66784):0.09022,(4.36799363023539:38.55692,(4.57986229431058:34.08971,4.39327252911607:34.08971):4.46721):0.20114):0.34392,4.52225123683482:39.10198):0.2308,4.61792439220725:39.33278):0.16173,(4.35390544711475:37.46343,4.46743108674517:37.46343):2.03108):0.72037,4.71342198008151:40.21488):0.03526,4.6024211478209:40.25014):0.04551,4.41084854247457:40.29565):0.16765,4.55989163087735:40.46331):0.03619,5.04777862940838:40.4995):0.14543,4.69273119435282:40.64493):0.26721,4.73868102048956:40.91215):0.12968,5.02494656034937:41.04183):0.06295,4.87871202769549:41.10478):0.03644,4.52284132636006:41.14122):0.0034,5.33450900256009:41.14462):0.04621,4.49192884893817:41.19083):0.11401,4.43731905411416:41.30483):0.03058,4.56612155984803:41.33541):0.97701,4.41668397996485:42.31242):0.08392,(4.71372735116805:33.91111,4.4406723625169:33.91111):8.48523):0.14143,4.87472894375233:42.53777):0.31204,4.57199152297847:42.8498):0.02644,4.9787676810981:42.87624):0.07177,4.58365920259669:42.94801):0.20511,4.66174053696103:43.15312):0.14526,(4.91763998824589:34.32869,4.5132648358855:34.32869):8.96969):0.15038,4.53761648414569:43.44876):0.24696,4.80828293502625:43.69573):0.43965,(5.18843288928368:34.57573,4.74658373845663:34.57573):9.55964):0.43325,5.31765384788146:44.56863):2.03503,4.81157083751692:46.60366):3.00632,5.5227430854517:49.60998):0.33554,5.16735626465653:49.94552):1.86662,5.32922102864046:51.81215):6.1462,4.56986037537459:57.95835):1.15672,4.46356079710602:59.11506)

Cluster 1
(4.48964664452886:62.21806,5.08777537832445:62.21806)

Clustered Instances

0      74 ( 97%)
1       2 (  3%)


Class attribute: class
Classes to Clusters:

  0  1  <-- assigned to cluster
 64  0 | HCC
 10  2 | normal

Cluster 0 <-- HCC
Cluster 1 <-- normal

Incorrectly clustered instances :	10.0	 13.1579 %