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Table 4 The AUC and Brier score of all the methods in predicting leprosy

From: Network or regression-based methods for disease discrimination: a comparison study

 

AUC

AUC-CV

Brier Score-CV

Bayesian Network

0.7323

0.7199

0.2088

Regression spline

0.7301

0.6986

0.2253

Logistic Regression

0.7441

0.7016

0.2219

Interaction

0.7569

0.6873

0.2304

Neural Network

0.8392

0.6454

0.2597

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BMC Medical Research Methodology

ISSN: 1471-2288

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