Table 2 Prediction results of different ensemble models on the stratified tenfold CV
Methods | Pair-split | Compound-split | ||||||
|---|---|---|---|---|---|---|---|---|
ACC | SE | SP | AUC | ACC | SE | SP | AUC | |
Mean | 84.83 ± 0.16 | 86.96 ± 0.10 | 82.44 ± 0.24 | 92.84 | 84.41 ± 0.03 | 86.5 ± 0.04 | 82.13 ± 0.04 | 92.41 |
Maximum | 80.73 ± 0.19 | 94.53 ± 0.08 | 65.39 ± 0.32 | 92.46 | 79.97 ± 0.05 | 94.63 ± 0.05 | 63.71 ± 0.08 | 91.98 |
Stacked | 83.80 ± 0.23 | 85.07 ± 0.20 | 82.37 ± 0.30 | 91.47 | 82.93 ± 0.08 | 84.33 ± 0.08 | 81.40 ± 0.11 | 91.47 |