Table 2 Predictive results of SEA models with different activity thresholds (P value ≤ 0.05)
From: Improving chemical similarity ensemble approach in target prediction
Threshold (μm) | TS | Accuracy | Precision | Sensitivity | Specificity | \(F_{0.5}{\text{-}}Measure\) | \(F_{0.25}{\text{-}}Measure\) |
|---|---|---|---|---|---|---|---|
0.1 | 0.69 | 0.568 | 0.958 | 0.072 | 0.997 | 0.278 | 0.557 |
1 | 0.69 | 0.592 | 0.94 | 0.129 | 0.993 | 0.417 | 0.687 |
10 | 0.62 | 0.676 | 0.826 | 0.382 | 0.93 | 0.67 | 0.772 |