Research Article
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 |
|
|