Table 3 Mean C-index and 95% confidence intervals from 1,000 bootstrap resamples on FS1 (ADNI test set).

From: Alzheimer’s disease risk prediction using machine learning for survival analysis with a comorbidity-based approach

Model

Mean C-index

95% CI (Lower)

95% CI (Upper)

Fast RSF

0.8607

0.8107

0.9107

DeepSurv

0.8226

0.7726

0.8726

RSF

0.7844

0.7344

0.8344

CoxTime

0.7463

0.6963

0.7963

CVGlmnet

0.7081

0.6581

0.7581

DeepHit

0.6700

0.6200

0.7200

CoxPH

0.6319

0.5819

0.6819

Rpart

0.5937

0.5437

0.6437

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