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Table 6 Model comparison using global performance measures

From: Developing clinical prognostic models to predict graft survival after renal transplantation: comparison of statistical and machine learning models

Metrics

Cox PH

Ridge-Cox

Lasso-Cox

EN-Cox

RSF

SGB

C-index

0.930

0.932

0.929

0.929

0.925

0.943

Brier Score

0.0181

0.000389

0.000435

0.000431

0.012769

0.000351

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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