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Table 3 The prediction performance of Cox and random forests

From: Factors affecting the survival of prediabetic patients: comparison of Cox proportional hazards model and random survival forest method

Model

Measures

Integrated log loss

C index

Brier score

Area Under the Curve(AUC)

Cox

0.222

0.999

0.070

0.683

Random forests

0.113

0.999

0.046

0.836

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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