3min chapter

AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion cover image

AI Today Podcast: AI Glossary Series – Confusion Matrix, Accuracy, Precision, F1, Recall, Sensitivity, Specificity, Receiver-Operating Characteristic (ROC) Curve

AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion

CHAPTER

The ROC Curve for Machine Learning

The ROC curve is used to evaluate machine learning performance and determine how well a given machine learning classifier is working. It's a visual method for summarizing the performance of binary classifier models. The term receiver operating churches, which is again a very odd term for machine learning for statistics, comes from radar terminology.

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