Discrimination metrics and threshold trade-offs

Knowledge package outline

Topic

Experimentation scientific reasoning and research methods

Purpose

Separates ranking ability from useful decisions.

Package contents

ROC-precision-recall plots; prevalence effects; confusion matrices.

Dependencies

Statistics; classification.