Research Article
An Automatic Epilepsy Detection Method Based on Improved Inductive Transfer Learning
Table 5
Experimental results based on transfer learning algorithms.
| Datasets | Au-SVM | TSVM | Tr-Adaboost | LMPROJ | TDLSR |
| D1 | 0.90 | 0.92 | 0.89 | 0.92 | 0.96 | D2 | 0.82 | 0.85 | 0.82 | 0.84 | 0.90 | D3 | 0.72 | 0.75 | 0.73 | 0.76 | 0.83 | D4 | 0.72 | 0.75 | 0.71 | 0.78 | 0.82 | D5 | 0.85 | 0.86 | 0.84 | 0.87 | 0.91 | D6 | 0.75 | 0.78 | 0.75 | 0.80 | 0.83 | D7 | 0.71 | 0.78 | 0.74 | 0.78 | 0.83 | D8 | 0.68 | 0.70 | 0.66 | 0.70 | 0.73 |
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