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Table 4 Feature comparison with SVM as classifier (K-fold SCV)

From: Pathological brain detection in MRI scanning by wavelet packet Tsallis entropy and fuzzy support vector machine

Approaches Feature # Run # D-66 D-160 D-255
DWT+SVM (Chaplot et al. 2006) 4761 5 96.15 95.38 94.05
DWT + PCA + SVM (Zhang and Wu 2012) 19 5 96.01 95.00 94.29
WPSE + SVM (proposed) 16 10 98.64 97.12 97.02
WPTE + SVM (proposed) 16 10 99.09 98.94 98.39