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Table 1 Random forest diagnostics for prediction models of case–control status in the NOWAC dataset

From: Integrative, multi-omics, analysis of blood samples improves model predictions: applications to cancer

Model

Accuracy

OOB classification error (%)

Mean AUC

Joint and individual (with covs)

0.71

45.63

0.70

Patient covariates

0.62

39.32

0.68

Non-integrative analysis (with covs)

0.62

38.83

0.63