Table 4 Performance comparison based on different models
From: Protein structural domain-disease association prediction based on heterogeneous networks
Methods | AUC | F1 scores |
|---|---|---|
XGBOOST | 0.9461 | 0.8942 |
RF | 0.9280 | 0.8738 |
SVM | 0.9255 | 0.8718 |
BYS | 0.8805 | 0.8527 |
From: Protein structural domain-disease association prediction based on heterogeneous networks
Methods | AUC | F1 scores |
|---|---|---|
XGBOOST | 0.9461 | 0.8942 |
RF | 0.9280 | 0.8738 |
SVM | 0.9255 | 0.8718 |
BYS | 0.8805 | 0.8527 |