Wavelets and Morphological Operators Based Classification of Epilepsy Risk Levels

Table 14

Performance analysis of twenty patients using morphological filters with SVD, EM, and MEM postclassifiers.

Parameters	Code converter method	SVD; optimization	With EM; optimization	With MEM; optimization
Risk level classification rate (%)	62.6	91.22	87.27	88.71
Weighted delay (s)	2.34	2.26	2.2	2.18
False alarm rate/set	19.13	1.42	5.47	5.67
Performance Index %	33.26	89.48	85.03	86.95
Sensitivity	77.84	98.57	95.59	98.97
Specificity	78.91	92.65	98.11	97.67
Average detection	78.875	95.61	96.85	98.32
Relative risk	1.166	1.063	0.974	1.013
Quality Value	12.74	20.62	19.52	20.3