Table 1.
Comparison with CNN and XGBoost.
Model | CNN-XG | CNN | XGBoost | CNN-XG | CNN | XGBoost |
---|---|---|---|---|---|---|
Spearman | AUROC | |||||
HCT116 | 0.6548 | 0.6453 | 0.3112 | 0.9732 | 0.9208 | 0.6231 |
HEK293T | 0.7352 | 0.7252 | 0.1557 | 0.9905 | 0.9716 | 0.5213 |
HELA | 0.6397 | 0.6308 | 0.3273 | 0.9714 | 0.9163 | 0.6377 |
HL60 | 0.5473 | 0.5470 | 0.3664 | 0.9706 | 0.9197 | 0.7110 |
The numbers in bold indicate the highest score for each indicator.