The GNU MPFR library is a C library for extended precision floating point calculations. The name stands for Multiple Precision…
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A Gentle Introduction to the Fbeta-Measure for Machine Learning
Fbeta-measure is a configurable single-score metric for evaluating a binary classification model based on the predictions made for the positive…
Continue ReadingMeasuring Performance: AUPRC
Measuring Performance: AUPRCRachel Lea Ballantyne DraelosBlockedUnblockFollowFollowingMar 2The area under the precision-recall curve (AUPRC) is another performance metric that you can…
Continue ReadingStop saying precision and recall to business leaders…
You can now tell management in a way that would be familiar as to how the prediction can help the…
Continue ReadingBreaking down Mean Average Precision (mAP)
Is it just an average of the precision?This article hopes to address these questions and calculate mAP for both object…
Continue ReadingDemystifying ‘Confusion Matrix’ Confusion
Then you may consider additional metrics like Precision, Recall, F score (combined metric), but before diving in lets take a…
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