Table 2 Performance comparison based on two topological feature sets of among different models
From: Protein structural domain-disease association prediction based on heterogeneous networks
Methods | Topological features | AUC | F1 scores |
|---|---|---|---|
XGBOOST | Feature-I | 0.9341 | 0.8823 |
Feature-II | 0.9461 | 0.8942 | |
RF | Feature-I | 0.8791 | 0.8564 |
Feature-II | 0.9280 | 0.8738 | |
SVM | Feature-I | 0.8658 | 0.8213 |
Feature-II | 0.9255 | 0.8718 | |
BYS | Feature-I | 0.8554 | 0.8127 |
Feature-II | 0.8805 | 0.8527 |