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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