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Table 2 SVM classifier performance results for the classification problems II and III

From: Identification and monitoring of brain activity based on stochastic relevance analysis of short–time EEG rhythms

Set

a ac [%]

a se [%]

a sp [%]

A

100

100

100

D

 

100

100

E

 

100

100

A

96.58±3.09

96.18±4.32

99.38±1.12

B

 

96.56±2.19

99.16±0.96

C

 

94.21±4.65

98.32±1.21

D

 

90.86±4.16

98.54±2.25

E

 

99.12±1.06

99.13±0.96

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