An Automatic Epilepsy Detection Method Based on Improved Inductive Transfer Learning

Table 7

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

Datasets	Au-SVM	TSVM	Tr-Adaboost	LMPROJ	TDLSR
D1	0.87	0.86	0.89	0.89	0.93
D2	0.79	0.79	0.82	0.81	0.87
D3	0.69	0.70	0.72	0.73	0.80
D4	0.69	0.68	0.72	0.75	0.79
D5	0.82	0.81	0.83	0.84	0.88
D6	0.72	0.72	0.75	0.77	0.80
D7	0.68	0.71	0.75	0.75	0.80
D8	0.65	0.63	0.67	0.67	0.70