From: 6mA-StackingCV: an improved stacking ensemble model for predicting DNA N6-methyladenine site
Second-layer classifier | Feature | SN | SP | ACC | MCC | AUC |
---|---|---|---|---|---|---|
SVM | One-hot + EIIP | 0.9589 | 0.9614 | 0.9601 | 0.9203 | 0.9734 |
One-hot + NCP | 0.9551 | 0.9611 | 0.9581 | 0.9162 | 0.9707 | |
One-hot + ENAC | 0.9585 | 0.9597 | 0.9591 | 0.9182 | 0.9696 | |
One-hot + EIIP + NCP | 0.9542 | 0.9621 | 0.9581 | 0.9163 | 0.9706 | |
LightGBM | One-hot + EIIP | 0.9605 | 0.9592 | 0.9599 | 0.9197 | 0.9912 |
One-hot + NCP | 0.9564 | 0.9603 | 0.9584 | 0.9167 | 0.9907 | |
One-hot + ENAC | 0.9593 | 0.9575 | 0.9584 | 0.9168 | 0.9909 | |
One-hot + EIIP + NCP | 0.9537 | 0.9622 | 0.9579 | 0.9159 | 0.9911 | |
logistic regression | One-hot + EIIP | 0.9589 | 0.9611 | 0.9600 | 0.9200 | 0.9913 |
One-hot + NCP | 0.9563 | 0.9610 | 0.9586 | 0.9173 | 0.9909 | |
One-hot + ENAC | 0.9600 | 0.9590 | 0.9595 | 0.9190 | 0.9913 | |
One-hot + EIIP + NCP | 0.9553 | 0.9607 | 0.9580 | 0.9160 | 0.9909 |