From: Development of a machine learning model related to explore the association between heavy metal exposure and alveolar bone loss among US adults utilizing SHAP: a study based on NHANES 2015–2018
LR
SVM
RF
KNN
DT
XGboost
Accuracy
0.60
0.61
0.78
0.76
0.69
AUC
0.67
0.88
0.84
0.83
Precision
0.71
0.68
0.75
Recall
0.65
0.73
0.79
F1 score
0.62
0.63
0.70
0.77