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Table 1 95% confidence intervals for predictive performance (C-statistic) of Logistic Regression, Hybrid Approach, and Random Forest on held-out test set for the tasks of Epistasis and Diabetes prediction; confidence intervals obtained using 1000 sample non-parametric bootstrap.

From: Don’t dismiss logistic regression: the case for sensible extraction of interactions in the era of machine learning