The Definitive Guide to Precision vs Recall and AP

The DEFINITIVE GUIDE, the only one, to the concepts and the math around the Precision vs Recall curve and the AP (Average Precision) performance metric. ►Website with supporting material: https://felipepenha.github.io/data-sc... 🎥 Previous video about ROC and AUC: • The Definitive Guide to the ROC curve and ... ► Feel free to send me questions over LinkedIn or YouTube comment sections! ► My Linktree profile: https://linktr.ee/felipepenha ⏱️ Index ⏱️ 0:00 - Intro 0:56 - Pre-requisite: ROC and AUC video 1:17 - Definitions: Recall and Precision 3:16 - Precision and Recall vs the Threshold 5:44 - Precision vs Recall - Sawtooth Explanation 8:58 - Precision vs Recall - Animation 11:07 - Average Precision (AP) 15:42 - Conclusion ✒️ Image Credits [1] Thumbnail picture: Photo by Ricardo Arce on Unsplash https://unsplash.com/photos/cY_TCKr5b...

The Definitive Guide to Precision vs Recall and AP

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