Fig. 2
From: Pesticides, cancer, and oxidative stress: an application of machine learning to NHANES data
Comparison of different machine learning models. A Comparison of prediction performance of machine learning models based on accuracy and AUC values. boost_tree: Boosting Tree; decision_tree: Decision Tree; logistic_reg: Logistic Regression; mlp: Meridian Lossless Packing; naive_Bayes: Naive Bayes; nearest_neighbor: K Nearest Neighbor; rand_forest: Random Forest; svm_rbf: Radial Basis Function Kernel. B ROC curves of eight machine learning models