Table 2 Average of the metrics obtained in fivefolds cross validation with 95% of confidence interval using Student’s t-distribution
Protein | PR-AUC | ROC-AUC | P | R | F1 |
|---|---|---|---|---|---|
Mean ± E | Mean ± E | Mean ± E | Mean ± E | Mean ± E | |
C | \(0.66 \pm 0.06\) | \(0.77 \pm 0.04\) | \(0.74 \pm 0.03\) | \(0.70 \pm 0.03\) | \(0.70 \pm 0.03\) |
M | \(0.57 \pm 0.06\) | \(0.73 \pm 0.04\) | \(0.71 \pm 0.03\) | \(0.70 \pm 0.03\) | \(0.70 \pm 0.03\) |
E | \(\mathbf{0.67 } \pm \mathbf{0.04 }\) | \(\mathbf{0.85 } \pm \mathbf{0.02 }\) | \(\mathbf{0.80 } \pm \mathbf{0.02 }\) | \(\mathbf{0.79 } \pm \mathbf{0.02 }\) | \(\mathbf{0.79 } \pm \mathbf{0.02 }\) |
NS1 | \(0.62 \pm 0.06\) | \(0.74 \pm 0.04\) | \(0.72 \pm 0.02\) | \(0.69 \pm 0.03\) | \(0.70 \pm 0.03\) |
NS2A | \(0.52 \pm 0.06\) | \(0.73 \pm 0.04\) | \(0.74 \pm 0.02\) | \(0.70 \pm 0.03\) | \(0.71 \pm 0.03\) |
NS2B | \(0.57 \pm 0.05\) | \(0.74 \pm 0.03\) | \(0.73 \pm 0.03\) | \(0.70 \pm 0.03\) | \(0.70 \pm 0.03\) |
NS3 | \(0.58 \pm 0.05\) | \(0.75 \pm 0.04\) | \(0.73 \pm 0.02\) | \(0.71 \pm 0.02\) | \(0.71 \pm 0.02\) |
NS4A | \(0.55 \pm 0.06\) | \(0.71 \pm 0.05\) | \(0.72 \pm 0.04\) | \(0.69 \pm 0.04\) | \(0.69 \pm 0.04\) |
NS4B | \(0.58 \pm 0.05\) | \(0.74 \pm 0.04\) | \(0.70 \pm 0.03\) | \(0.67 \pm 0.03\) | \(0.68 \pm 0.03\) |
NS5 | \(0.52 \pm 0.05\) | \(0.75 \pm 0.03\) | \(0.73 \pm 0.03\) | \(0.71 \pm 0.03\) | \(0.71 \pm 0.03\) |