Efficient line search for optimizing Area Under the ROC Curve in gradient descent

Jadon Fowler, Toby Dylan Hocking

Receiver Operating Characteristic (ROC) curves are useful for evaluation in binary classification and changepoint detection, but difficult to use for learning since the Area Under…