ROC AUC — Glossary

ROC AUC

Metric

roc_auc


Definition

Area under the receiver-operating-characteristic curve: probability the model ranks a random positive above a random negative. 0.5 is chance, 1.0 perfect.

Examples

AUC 0.93 for the binary classifier.

Related terms

ROC Curve Accuracy

All terms