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Table 4 Summary of the results that measured by C-index and Brier score

From: Personalized prediction of incident hospitalization for cardiovascular disease in patients with hypertension using machine learning

Model performance

Models

LMTLR

NMTLR

RSF

Cox PH

C-index

0.7792

0.8202

0.8146

0.8165

Brier score

0.0350

0.0243

0.0343

0.0340

  1. Note: CoxPH Cox’s proportional hazard, LMTL linear multi-task logistic regression, NMTLR neural multi-task logistic regression, RSF random survival forest, C-index concordance index