Table 4.

Performance comparison of seizure detection method using random forest classifiers.

Decomposition Method		Sensitivity %	Specificity %	Accuracy %	Mean Parametric Value	CV
Empirical wavelet transform [1]		97.91	99.57	99.41	98.96	10
CWT with Morlet [5]		87.9	82.4	82.4	84.23	5
Complete ensemble EMD with adaptive noise [11]	S and (F, N)	99.5	100	99	99.50	10
	S and (F)	100	99	98	99.00	10
Variational mode decomposition [16]		-	-	97.532	-	10