fig4

Figure 4. Modeling the performance of N, O co-doped PCMs for single-target prediction using (A) LR, (B) RF, (C) XGBoost, and (D) LGBM. PCMs: Porous carbon materials; LR: linear regression; RF: random forest; LGBM: light gradient boosting machine.