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Precision is about variability while accuracy (in contrast to precision) is about bias. This tag pertains to measurement or estimation; use [precision-recall] when talking about classifiers.

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Average Precision (AP) for object detection, huge confusion

We compute the area under the curve and we have the Average Precision of the model, for a given class. … In this scenario, we have as many (precision, recall) points as we have detections, and as we move forward in the detections the recall gets closer to 1, and the precision zizags. …
Tomé Silva's user avatar