Fig. 2
From: Integrating SHAP analysis with machine learning to predict postpartum hemorrhage in vaginal births
Comparison of ROC results of different machine learning models. XGBoost: eXtreme Gradient Boosting; LGBM: Light Gradient Boosting Machine; GBDT: Gradient Boosting Decision Tree; GBM: Gradient Boosting Machine; Ada: Adaptive Boosting; BNB: Bernoulli Naive Bayes