An Epilepsy Detection Method Using Multiview Clustering Algorithm and Deep Features

Table 6

Performance comparison of different algorithms on different depth features.

Feature	Classifier	Accuracy	Sensitivity
Deep features (time domain view)	FCM	73.02	53.57
	SVM	74.38	55.36
	RBF-NN	74.62	56.11
	Multiview FCM	76.98	56.87
Deep features (spectral view)	FCM	92.45	91.56
	SVM	95.03	94.48
	RBF-NN	94.74	94.96
	Multiview FCM	96.42	95.52
Deep features (time-frequency view)	FCM	89.89	85.30
	SVM	91.10	86.85
	RBF-NN	91.54	87.08
	Multiview FCM	92.12	89.83
Multiview deep features	FCM	92.98	92.02
	SVM	95.86	94.78
	RBF-NN	95.25	95.21
	Multiview FCM	97.38	96.26