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)
38.83
0.63