=== Clustering stats for training data ===

Cluster 0
((((((((((((((2.24701824831929:50.75886,2.20861071639084:50.75886):1.49302,((2.14517982056129:52.1228,2.42459022252315:52.1228):0.01558,2.59713842230802:52.13838):0.1135):0.34408,(((((2.27193213059766:46.51039,2.26033008432499:46.51039):0.86476,2.22118935571419:47.37515):0.45934,2.27685573423707:47.83449):3.73321,((2.3700854037941:48.93149,(2.33097643422579:47.93353,2.40425622364298:47.93353):0.99797):1.59458,2.33594993083756:50.52607):1.04163):0.958,2.20625140769097:52.5257):0.07026):0.02419,2.3842039364108:52.62014):0.25735,2.2785447145247:52.87749):0.31482,2.25294265598984:53.19231):0.14004,2.19170067202088:53.33235):0.25093,2.29134238223007:53.58328):0.63542,2.42627431931801:54.2187):2.27219,2.38808527208202:56.49089):1.1774,2.33423014847903:57.66829):0.84867,(2.46932058774379:56.40937,2.34976441166097:56.40937):2.10759):3.53367,2.39252855338503:62.05064):1.64615,2.30014777104757:63.69679)

Cluster 2
(2.37141302251573:41.2577,2.09811341312598:41.2577)

Cluster 3
((((2.5091576620749:38.02259,2.35704674238169:38.02259):24.05834,(2.49000065299412:34.67357,2.36537732244:34.67357):27.40735):1.6322,(2.50704989549835:38.24342,2.25898376859653:38.24342):25.46971):0.61762,(2.17029376844643:40.35126,2.34738856830419:40.35126):23.97948)

Clustered Instances

0      26 ( 70%)
1       1 (  3%)
2       2 (  5%)
3       8 ( 22%)


Class attribute: class
Classes to Clusters:

  0  1  2  3  <-- assigned to cluster
 11  1  0  0 | Glioblastoma
  8  0  0  0 | Astrocytoma
  7  0  0  0 | Oligodendrioglioma
  0  0  2  8 | glioblastoma-cell-line

Cluster 0 <-- Glioblastoma
Cluster 1 <-- No class
Cluster 2 <-- No class
Cluster 3 <-- glioblastoma-cell-line

Incorrectly clustered instances :	18.0	 48.6486 %