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Table 6 Pair-wise discrimination comparison of AUC values of different risk prediction models

From: Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection

 

ML (Top 3)

ML (All 23)

TIMI

MEWS

Method

Diff.

p

Diff.

p

Diff.

p

Diff.

p

ML (Top 3)

-

-

-

-

-

-

-

-

ML (All 23)

0.076

0.280

-

-

-

-

-

-

TIMI

0.175

0.005

0.099

0.143

-

-

-

-

MEWS

0.190

0.011

0.114

0.213

0.015

0.809

-

-

  1. Diff: AUC difference; p: the p-value of AUC difference between two models.
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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