Construct · 1 fields · 1 citations

precision-recall curve: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

a plot of precision against recall over decision thresholds, shown to dominate in ROC space exactly when it dominates in PR space.

In machine learning, precision-recall curve refers to a plot of precision against recall over decision thresholds, shown to dominate in ROC space exactly when it dominates in PR space. This meaning comes from Davis (2006) in Proceedings of the 23rd international conference on Machine learning - ICML '06.[1]

Unit
Recovery means
Measured by

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Nearby constructs

learning6 fields · 14 citationsjingle · one name, six constructs plot1 fields · 3 citationsanchor · a standalone construct precision3 fields · 6 citationsjingle · one word, three constructs

References

Davis, J., & Goadrich, M. (2006). The relationship between Precision-Recall and ROC curves. Proceedings of the 23rd international conference on Machine learning - ICML '06. https://doi.org/10.1145/1143844.1143874

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