Table 1 Comparison of the prediction performances between our proposed method, IDPpi and other state-of-the-art methods: M141, M242 and M343.
From: IDPpi: Protein-Protein Interaction Analyses of Human Intrinsically Disordered Proteins
Method | AUC | AUPRC | ACC | F | MCC |
|---|---|---|---|---|---|
IDPpi | 0.746 ± 0.017 | 0.734 ± 0.020 | 0.670 ± 0.015 | 0.633 ± 0.021 | 0.348 ± 0.028 |
M1 | 0.688 ± 0.017 | 0.697 ± 0.018 | 0.638 ± 0.013 | 0.590 ± 0.022 | 0.285 ± 0.025 |
M2 | 0.637 ± 0.014 | 0.613 ± 0.012 | 0.593 ± 0.010 | 0.553 ± 0.019 | 0.190 ± 0.021 |
M3 | 0.627 ± 0.011 | 0.643 ± 0.014 | 0.599 ± 0.008 | 0.518 ± 0.013 | 0.211 ± 0.017 |
