=== Clustering stats for training data ===

Cluster 0
((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((((2.83360053921193:35.92818,3.01101345412544:35.92818):2.31587,(((3.04104420960627:33.63101,2.83634550076194:33.63101):3.80847,3.03755815701562:37.43948):0.12196,2.80640620051777:37.56145):0.68261):1.52347,2.99750226401243:39.76753):0.32198,3.23236393133604:40.08951):1.21377,3.21895464922797:41.30327):0.27687,2.85506238134183:41.58014):0.1582,((((((((((((((((2.69980766353305:38.82605,2.74420395951138:38.82605):0.13551,2.75336617714813:38.96156):0.4366,(((2.66782612747263:36.8242,2.7789374079831:36.8242):1.44681,2.75863683245857:38.27101):0.70376,2.58541055370819:38.97477):0.42339):0.0945,2.87467889119038:39.49266):0.51705,2.8229072761042:40.00971):0.06621,2.77938329276021:40.07592):0.22121,2.92700191753295:40.29714):0.28318,2.94080438750742:40.58032):0.04053,2.8310971372379:40.62085):0.16164,2.79287779673633:40.7825):0.11072,2.67432356240157:40.89321):0.09904,2.8051212444624:40.99225):0.0969,2.81215780613176:41.08915):0.03078,3.06122251592016:41.11994):0.31919,2.77726100167995:41.43913):0.15471,2.90918806234181:41.59384):0.14451):0.10855,(2.89277575055027:41.04855,2.85931057258941:41.04855):0.79835):0.461,2.78891535618537:42.3079):0.27264,2.77232488142878:42.58054):0.01064,2.71725457257791:42.59118):0.11963,2.79702045580152:42.71081):0.02906,2.68625175680846:42.73987):0.10989,(2.86708718395083:42.54797,2.83578440194909:42.54797):0.3018):0.01626,(2.85492467485185:36.55453,2.75811935700085:36.55453):6.31149):0.08223,2.80712471938288:42.94826):0.16297,2.90201256729503:43.11122):0.00174,2.84973018162032:43.11297):0.23651,2.91807352444744:43.34947):0.36081,(2.88340658127568:43.64673,(2.731848432516:42.72685,2.73236599731418:42.72685):0.91988):0.06355):0.04759,2.9983178982787:43.75787):0.06252,2.70041544325235:43.82039):0.00621,2.91150186798099:43.8266):0.01169,2.98959724736384:43.8383):0.09935,3.05764598441809:43.93765):0.17842,2.80549245472248:44.11607):0.02382,2.95018640424446:44.13989):0.10162,2.68501756468615:44.24151):0.07113,2.85914453611859:44.31264):0.36215,2.86514804040871:44.67479):0.05763,2.78253921161742:44.73242):0.09431,2.7729772918409:44.82672):0.18852,2.84278575027811:45.01525):0.47631,2.82053893958085:45.49156):0.14218,(2.86663493535266:45.21423,2.94747193203376:45.21423):0.41951):0.16962,3.04516449030945:45.80336):0.13398,(2.70672401997019:37.44962,3.00578475822762:37.44962):8.48772):0.01162,2.8998062777364:45.94896):0.06029,2.92993705430599:46.00925):0.5347,3.00585847295754:46.54396):0.04482,3.16293243011603:46.58877):0.01903,2.68464841568377:46.60781):0.272,2.80812843248789:46.87981):0.13587,2.99154921293844:47.01568):0.17491,2.93157519604167:47.19059):0.18142,2.79927977780399:47.372):0.24994,2.8296032850591:47.62194):0.02138,2.79259209565911:47.64332):0.08015,2.97258056390666:47.72347):0.40054,3.14045282679902:48.12401):0.00536,2.97263800126393:48.12937):0.37609,(2.89280603979718:46.13021,2.87485880656181:46.13021):2.37525):0.0204,2.83730839934541:48.52586):0.06511,3.04334246355197:48.59097):0.06701,2.94872190658855:48.65798):0.01145,2.84730028072648:48.66943):0.06233,2.96367218777006:48.73176):0.02841,2.82342952151892:48.76017):0.07124,2.99901758157007:48.83141):0.41152,2.89544609867779:49.24293):0.50229,2.87217470642049:49.74522):0.30508,2.9204566135922:50.0503):0.20858,3.01160464279415:50.25888):0.25551,2.7628272013723:50.51439):0.01932,3.06206346465105:50.53371):0.14066,3.00842738114505:50.67437):0.52893,2.83465610760276:51.20329):0.64157,(2.72889485310794:38.23455,2.81771898142537:38.23455):13.61032):0.27057,2.84259656182453:52.11544):0.02846,3.12418825798923:52.1439):0.85058,3.12625433719412:52.99447):0.08242,3.10567506005634:53.0769):0.01444,3.08618064009799:53.09133):0.77023,2.85200826834158:53.86156):0.37198,2.97617274207228:54.23354):0.06728,3.24354413006067:54.30082):1.58483,(3.22504039820964:54.85925,3.11027480689568:54.85925):1.02641):0.04869,3.0372857796755:55.93435):0.44251,2.98772017658358:56.37685):0.45272,3.10581181737066:56.82957):0.59744,3.22069019684904:57.42701):1.83949,3.06534406295583:59.26651)

Clustered Instances

0      115 ( 99%)
1        1 (  1%)


Class attribute: class
Classes to Clusters:

   0   1  <-- assigned to cluster
  14   1 | normal
 101   0 | tumoral

Cluster 0 <-- tumoral
Cluster 1 <-- normal

Incorrectly clustered instances :	14.0	 12.069  %