Research Article
Genomic Island Prediction via Chi-Square Test and Random Forest Algorithm
Table 2
Comparison of the proposed method with other reported results on the RGP104 dataset.
| Method | MCC | F1 | ACC | Precision | Recall |
| PanRGP | 77.8 | 80.9 | 92.4 | 94.9 | 76.4 | IslandViewer | 76.2 | 82.0 | 91.1 | 90.8 | 78.8 | IslandPath | 52.3 | 57.0 | 78.1 | 89.1 | 47.7 | IslandCafe | 37.7 | 44.4 | 76.1 | 76.9 | 35.5 | SIGI-HMM | 33.8 | 45.5 | 75.6 | 65.5 | 37.6 | This paper | 88.8 | 94.4 | 95.6 | 94.8 | 94.0 |
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