Wavelets and Morphological Operators Based Classification of Epilepsy Risk Levels

Table 7

Performance Index for morphological based feature extraction.

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