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The classification performance of the four methods.
| Methods | Accuracy | Sencitivity (%) | Specificity (%) | BAC (%) |
|---|---|---|---|---|
| TCN | 71 | 79 | 64 | 71.5 |
| Lasso | 83.33 | 84.21 | 82.14 | 83.175 |
| Group lasso | 80.30 | 84.21 | 75 | 79.60 |
| Elastic net | 86.36 | 92.10 | 81.57 | 86.83 |
TCN, traditional connectivity network method; lasso, hyper-network method based on lasso; elastic net, hyper-network method based on elastic net; group lasso, hyper-network method based on group lasso; BAC, balanced accuracy.
