Research Article
An Automatic Epilepsy Detection Method Based on Improved Inductive Transfer Learning
Table 4
Experimental results based on nontransfer learning algorithms.
| Datasets | LSR | SRC | RLR | DLSR | SVM |
| D1 | 0.87 | 0.84 | 0.89 | 0.90 | 0.82 | D2 | 0.79 | 0.72 | 0.81 | 0.80 | 0.74 | D3 | 0.71 | 0.62 | 0.72 | 0.72 | 0.68 | D4 | 0.71 | 0.64 | 0.70 | 0.72 | 0.66 | D5 | 0.82 | 0.78 | 0.83 | 0.84 | 0.78 | D6 | 0.73 | 0.60 | 0.72 | 0.74 | 0.61 | D7 | 0.70 | 0.60 | 0.70 | 0.72 | 0.59 | D8 | 0.63 | 0.53 | 0.65 | 0.64 | 0.50 |
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