=== Clustering stats for training data ===

Cluster 0
((((((((((((((((((((((((((((((((((((((((((((((((((((2.86119708502184:43.1063,(((((((((2.64986904231506:41.22762,2.75759866913628:41.22762):0.32123,2.71017844236494:41.54884):0.46721,((2.64889344153459:40.31033,2.59787726969207:40.31033):1.64316,((2.54586837560461:41.50638,2.60469382502427:41.50638):0.13381,2.74338684009216:41.64019):0.3133):0.06256):0.06276,(((2.7016384014905:40.59919,2.78595374016631:40.59919):0.72486,2.62184021370207:41.32405):0.60003,((2.69501684293104:38.59218,2.61806120006598:38.59218):2.25338,2.50800222473101:40.84557):1.07851):0.15474):0.02161,(2.85669171651665:40.95908,(2.70562235380316:40.1934,2.67828888193326:40.1934):0.76568):1.14135):0.02262,2.68249608073409:42.12305):0.25737,2.69501887537061:42.38042):0.18252,2.64326140870745:42.56293):0.25072,2.87775607256532:42.81365):0.29265):0.01412,2.81485000720254:43.12042):0.20092,2.76046593709801:43.32134):0.0705,2.67781622610639:43.39184):0.20248,2.71917034055511:43.59433):0.25841,2.95157537575631:43.85273):0.07982,2.6739179586541:43.93255):0.38498,2.69170786999503:44.31754):0.51815,2.68519954148882:44.83569):0.31867,(((((((((((((((((((((((((((((((((2.61276248791375:37.71422,2.77777969416812:37.71422):1.71392,(((((((2.58633847350347:37.56597,(((((((((((2.67884799914315:32.72691,2.68071396686645:32.72691):1.41217,(2.66643218575157:31.47335,2.58753294791501:31.47335):2.66574):1.14401,2.78887386429427:35.28309):0.03627,2.83533684300511:35.31936):0.13366,2.6707227862281:35.45302):0.73755,(((((((((2.63064647231905:34.92241,(2.68750791316224:34.49605,2.75774436508345:34.49605):0.42635):0.44494,(2.81195310425927:34.80021,(2.7182021859688:34.18934,2.68537765147298:34.18934):0.61088):0.56713):0.02968,2.90812071656724:35.39703):0.00119,2.7298036050641:35.39822):0.25848,2.91151439107419:35.6567):0.0837,2.78881878605928:35.74039):0.06633,2.83844999258959:35.80673):0.08229,2.646270174122:35.88902):0.1709,2.81628319891939:36.05993):0.13064):0.57973,2.75884566920746:36.7703):0.13502,2.85192513097209:36.90532):0.02456,2.63483561845055:36.92988):0.13213,2.88830968103233:37.06201):0.31489,2.8505975116647:37.3769):0.18907):0.19919,2.86346452147221:37.76516):0.39542,2.75030533832969:38.16058):0.46279,(((2.82609110943283:37.26534,2.90380051496958:37.26534):0.10869,2.89989194437457:37.37403):1.02951,2.74080743333481:38.40355):0.21982):0.31655,2.69818464169762:38.93992):0.43307,2.84814600238478:39.37299):0.05475,2.69938885444906:39.42774):0.0004):0.06921,2.95481675326013:39.49735):0.07624,2.81261697520763:39.57359):0.11258,2.7572610745295:39.68617):0.0646,2.76562085206223:39.75077):0.26769,2.84975001599573:40.01847):0.05971,(2.56964269347158:37.53577,2.798585186295:37.53577):2.5424):0.04063,2.90497373287153:40.1188):0.17015,2.72234407544051:40.28895):0.20387,2.77523207776201:40.49282):0.19289,2.87042458908988:40.68572):0.26199,2.86266564423774:40.94771):0.07504,2.87218588601499:41.02275):0.26932,2.70418222489446:41.29207):0.18391,2.89495203011007:41.47597):0.11409,2.88384131934126:41.59006):0.39013,2.70945066798862:41.98019):0.06488,2.87583396410077:42.04508):0.07797,2.90617849783256:42.12305):0.10971,2.75272883113447:42.23276):0.21595,2.63437959909294:42.44871):0.21028,2.77536063653399:42.65899):0.16431,2.87536209548344:42.8233):0.09776,3.0553573478175:42.92106):0.43278,2.8557908637123:43.35385):0.30054,2.8887762165587:43.65439):0.00966,2.75731714675458:43.66405):0.2734,2.71375892320588:43.93746):0.11724,2.94578396462203:44.0547):0.30594,2.81408876256086:44.36064):0.16103,2.88651690686942:44.52167):0.45062,2.90048554972966:44.97229):0.18206):0.12342,2.76272435791579:45.27778):0.05598,2.82720073283018:45.33376):0.03153,2.78134700105075:45.36529):0.04004,2.69561045369017:45.40532):0.02253,2.67099918026741:45.42786):0.21928,2.69171796793331:45.64713):0.09033,(2.7834177454282:45.49686,2.65285266632248:45.49686):0.24061):0.12423,2.8090518209787:45.8617):0.32388,2.70029538694725:46.18558):0.00329,2.616216607231:46.18887):0.48517,2.65767484445495:46.67404):0.42089,2.70802094090867:47.09493):0.18566,2.84568587753511:47.28058):0.09301,2.94404748925916:47.37359):0.34909,2.65234520070646:47.72268):0.44917,2.68702891221598:48.17185):0.14791,2.85511122286971:48.31976):0.20949,2.70099578367303:48.52925):0.21532,2.55250168748971:48.74457):0.02835,2.82436297583722:48.77292):0.28238,2.73722350994045:49.0553):0.20286,2.76843111655024:49.25816):1.09945,2.93167415913457:50.35761):0.30152,2.72604869524841:50.65913):0.02051,2.83342201354637:50.67963):0.40626,2.83770767317218:51.08589):0.15827,3.02684160342405:51.24416):0.0477,2.84485619757187:51.29186):0.25417,2.65125935953298:51.54604):0.96177,2.88618613627768:52.50781):0.02521,2.8321112954797:52.53302):0.1725,2.92698569663094:52.70552):0.44034,2.69624524440571:53.14585):0.70629,2.89719090626475:53.85214):0.20675,2.64521979270073:54.0589):0.39828,2.7462885572067:54.45717):0.19369,2.79441578620601:54.65087):0.72246,2.54098859539874:55.37333):1.01206,2.97032264180201:56.38539):0.63994,2.66861651717734:57.02533):0.4167,2.83862772012215:57.44202):6.40111,3.04335272998105:63.84313)

Clustered Instances

0      142 ( 99%)
1        1 (  1%)


Class attribute: class
Classes to Clusters:

  0  1  <-- assigned to cluster
 70  1 | ccRCC
 72  0 | normal

Cluster 0 <-- normal
Cluster 1 <-- ccRCC

Incorrectly clustered instances :	70.0	 48.951  %