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Table 2 ML performance index

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

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LR

SVM

RF

KNN

DT

XGboost

Accuracy

0.60

0.61

0.78

0.76

0.69

0.76

AUC

0.67

0.67

0.88

0.84

0.69

0.83

Precision

0.60

0.61

0.76

0.71

0.68

0.75

Recall

0.65

0.65

0.83

0.88

0.73

0.79

F1 score

0.62

0.63

0.79

0.79

0.70

0.77