Fig. 7

Cross-validation accuracy for the LungDiscrete dataset with respect to the number of selected features. a presents the results of the PCA (ClearF-normal), KernelPCA with RBF kernel (ClearF-rbf) and KernelPCA with polynomial kernel (ClearF-poly) used in the proposed method; and b compares the results of the other algorithms with our method using the best result kernel