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Table 3 AUC-values

From: Prediction of intracranial findings on CT-scans by alternative modelling techniques

Model

AUC

95% CI for AUC

Mean AUC training

Mean AUC test

Optimism

Optimism-Corrected AUC

Logistic regression

0.800

0.769 - 0.830

0.789

0.772

0.017

0.783

Neural net

0.782

0.751 - 0.814

0.785

0.746

0.038

0.744

Bayes network

0.806

0.777 - 0.836

0.808

0.743

0.065

0.741

CHAID

0.759

0.724 - 0.794

0.761

0.686

0.075

0.684

Decision list

0.674

0.633 - 0.715

0.673

0.626

0.048

0.627

CART extended

0.657

0.616 - 0.699

0.599

0.559

0.040

0.617

Support vector machine

0.754

0.714 - 0.794

0.740

0.578

0.162

0.592

CART default

0.568

0.527 - 0.609

0.556

0.537

0.019

0.549