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Table 2 Model performance for diabetes mellitus: accuracy and AUC

From: Association between breastfeeding duration and diabetes mellitus in menopausal women: a machine-learning analysis using population-based retrospective study

Model

Accuracy

AUC

Logistic Regression

0.91

0.93

Decision Tree

0.89

0.78

Naïve Bayes

0.82

0.87

Random Forest

0.93

0.95

Support Vector Machine

0.90

0.91

Artificial Neural Network

0.88

0.66

  1. Abbreviation: AUC Area under the receiver-operating characteristic curve
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International Breastfeeding Journal

ISSN: 1746-4358