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Performance of different feature descriptors and classifiers.
| Feature descriptors | SVM (Acc%) | XGboost (Acc%) | GBDT (Acc %) | Vote (Acc %) |
|---|---|---|---|---|
| EIIP | 63.9 | 83.9 | 84.0 | 83.9 |
| ANF | 54.2 | 60.7 | 61.1 | 61.7 |
| BINARY | 82.8 | 84.4 | 83.6 | 84.7 |
| DNC | 58.4 | 61.0 | 59.7 | 61.2 |
| NCP | 82.8 | 83.3 | 83.9 | 84.3 |
| PseEIIP | 53.9 | 66.5 | 65.3 | 65.9 |
| TNC | 56.8 | 66.5 | 65.3 | 66.0 |
| KMER | 53.0 | 64.2 | 64.8 | 65.1 |
| ENAC | 73.5 | 79.4 | 78.8 | 79.0 |
| NAC | 56.3 | 55.5 | 54.6 | 55.5 |
| CKSNAP | 57.2 | 65.3 | 65.3 | 65.8 |
| RCKMER | 55.0 | 62.9 | 62.3 | 62.3 |
| MAKOV | 83.75 | 85.17 | 84.7 | 85.0 |
