Fig 4. Receiver operating characteristic (ROC) curve demonstrating the performance characteristics of the binary classifier fit in the logistic regression model.

Black = univariate logistic regression model using normalized total blood volume; gray = logistic regression model using dummy-coded modified Fisher score values.