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EURASIP Journal on Advances in Signal Processing

Table 7 Performance index for morphological based feature extraction

From: Performance analysis of wavelet transforms and morphological operator-based classification of epilepsy risk levels

Classifiers

Morphological operators based feature extraction

Perfect classification

Missed classification

False alarm

Performance index

Code converter

62.6

18.25

19.13

33.26

With SVD optimization

91.22

7.31

1.42

89.48

With EM optimization

82.68

12.93

4.38

80.1

With MEM optimization

85.32

10.95

3.72

83.35

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