An Automatic Epilepsy Detection Method Based on Improved Inductive Transfer Learning

Table 6

Experimental results based on nontransfer learning algorithms with 15% noise in the source domain.

Datasets	LSR	SRC	RLR	DLSR	SVM
D1	0.83	0.80	0.84	0.85	0.77
D2	0.74	0.67	0.76	0.76	0.70
D3	0.66	0.59	0.68	0.69	0.65
D4	0.66	0.61	0.67	0.68	0.63
D5	0.78	0.74	0.80	0.80	0.74
D6	0.65	0.56	0.69	0.69	0.58
D7	0.64	0.57	0.67	0.71	0.56
D8	0.60	0.50	0.62	0.61	0.47