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The Definitive Guide to Precision vs Recall and AP
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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.
🎥 Previous video about ROC and AUC:
► Feel free to send me questions over LinkedIn or YouTube comment sections!
⏱️ 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
🎥 Previous video about ROC and AUC:
► Feel free to send me questions over LinkedIn or YouTube comment sections!
⏱️ 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
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