Diabetes-cancer comorbidity

AdaBoost model predicts diabetes-cancer comorbidity in humans (AUC-ROC 0.898; AUC-PR 0.851).

“AdaBoost achieved the highest discrimination, with AUC-ROC of 0.898 and AUC-PR of 0.851.”

Humansn = 20,307

Study on the Prediction of Diabetes-Cancer Comorbidity Based on Dietary Factors Explained by Seven Machine Learning Algorithms and SHapley Additive exPlanations

Journal of the Royal Society of New Zealand·14 Oct 2026