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Table 5 SVM versus FSVM (10xK-fold SCV)

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

Proposed approaches D-66 D-160 D-255
WPSE + SVM 98.64 97.12 97.02
WPSE + FSVM 99.85 99.69 98.94
WPTE + SVM 99.09 98.94 98.39
WPTE + FSVM 100.00 100.00 99.49