Random feature baselines provide distributional performance and feature selection benchmarks for clinical and 'omic machine learning

Randall J. Ellis, Audrey Airaud, Chirag J. Patel

Identifying predictive features from high-dimensional datasets is a major task in biomedical research. However, it is difficult to determine the robustness of selected features. He…