Table 3 Performance comparison of our proposed method (in bold) with other baselines for all binding mode data
From: Machine learning predicts nucleosome binding modes of transcription factors
Method | m-AUPR | Accuracy |
|---|---|---|
LR | 0.536 ± 0.013 | 0.129 ± 0.011 |
kNN | 0.532 ± 0.007 | 0.132 ± 0.012 |
SVM | 0.544 ± 0.018 | 0.155 ± 0.026 |
RF | 0.558 ± 0.022 | 0.157 ± 0.016 |
ProtGauss | 0.61 ± 0.008 | 0.224 ± 0.012 |