Katherine A. Hutcheson

Estimating the optimal linear combination of predictors using spherically constrained optimization

2022 · BMC Bioinformatics

BACKGROUND: In the context of a binary classification problem, the optimal linear combination of continuous predictors can be estimated by maximizing the area under the receiver operating characteristic curve. For ordinal responses, the optimal predictor …