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Table 4 Model performance of logistic regression and decision tree for dementia prediction in the test dataset

From: Development and validation of new screening tool for predicting dementia risk in community-dwelling older Japanese adults

Models Accuracy Sensitivity Specificity AUC
Logistic regression 0.65 0.67 0.65 0.70
Decision tree (CART) 0.83 0.28 0.85 0.65
  1. CART classification and regression tree, AUC area under the curve