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The performance of IFS with different classifiers on the independent test set.
| Classifier | Number of features | Accuracy | Overall accuracy | MCC | ||
|---|---|---|---|---|---|---|
| A-IDH | A-IDH-HG | O-IDH | ||||
| SVM | 750 | 0.947 | 0.780 | 1.000 | 0.936 | 0.899 |
| SVM | 20 | 0.926 | 0.756 | 0.964 | 0.908 | 0.855 |
| RF | 1,330 | 0.968 | 0.756 | 1.000 | 0.940 | 0.907 |
| RIPPER | 19,270 | 0.957 | 1.000 | 1.000 | 0.982 | 0.972 |
