Table 5: Kappa error diagram for Lung dataset (the centroids of ensembles).

Ensemble methodKappaError

AdaBoost0.220.30
Bagging0.240.25
Rotation Forest0.290.23
RotBoost (PCA)0.580.09
RotBoost (ICA)0.590.07