TABLE 2.
The PSATF-6mA model selects LightGBM and DecisionTree as integrated classifiers.
| Model | Method | Sn | Sp | Pre | Acc | MCC | AUROC | AUPRC |
|---|---|---|---|---|---|---|---|---|
| Light GBM | binary | 75.3920 | 74.3180 | 78.9040 | 74.8540 | 0.4981 | 0.7771 | 0.7953 |
| Kmer | 53.5040 | 66.2360 | 62.3560 | 59.8100 | 0.2011 | 0.6325 | 0.6549 | |
| NCP | 75.3920 | 74.3180 | 78.9040 | 74.8540 | 0.4981 | 0.7771 | 0.7953 | |
| ENAC | 67.0460 | 73.1020 | 74.9700 | 70.0380 | 0.4068 | 0.7504 | 0.7811 | |
| PSATF-6mA | 99.4580 | 98.1960 | 98.2920 | 98.8360 | 0.9769 | 0.9988 | 0.9988 | |
| Decision Tree | binary | 67.8480 | 65.8460 | 69.0860 | 66.8480 | 0.3387 | 0.6685 | 0.7658 |
| Kmer | 62.1760 | 58.8780 | 60.8180 | 60.5400 | 0.2108 | 0.6053 | 0.7104 | |
| NCP | 66.9460 | 64.9620 | 68.4320 | 65.9560 | 0.3212 | 0.6595 | 0.7603 | |
| ENAC | 65.9680 | 62.8280 | 66.2420 | 64.4060 | 0.2881 | 0.6440 | 0.7470 | |
| PSATF-6mA | 92.1600 | 93.2280 | 93.3620 | 92.6880 | 0.8543 | 0.9274 | 0.9270 |
The bold font represents the experimental results of the model in this article.