Fig. 3

Receiver operating characteristic (ROC) curves of HormoNet before and after feature selection techniques on our benchmark datasets. Where A depicts the prediction performance of HormoNet for HDI before using feature selection, B illustrates the prediction performance of HormoNet for HDI after using RF, C shows the prediction performance of HormoNet for HDI after using lsvc, D is the prediction performance of HormoNet for HDI after using XGBoost.E is the prediction performance of HormoNet for risk level before applying feature selection methods, F is the prediction performance of HormoNet for risk level after RF, G is F is the prediction performance of HormoNet for risk level after lsvc, and H is F is the prediction performance of HormoNet for risk level after XGBoost