The Relationship Between Precision-Recall and ROC Curves

Davis, J., & Goadrich, M. (2006). The Relationship Between Precision-Recall and ROC Curves. Proceedings of the 23rd international conference on Machine learning - ICML '06, 233-240.

Type

Conference paper

Intellectual base

Primary research

Year

2006

Pages

233-240

DOI

10.1145/1143844.1143874

DOI registrant

Association for Computing Machinery

Link

https://doi.org/10.1145/1143844.1143874

Cited by

1 citation across 1 artifact.

Mechanisms

• Base-Rate and Precision Dashboard
  • The discipline that keeps it honest is to fix the window in advance, stratify precision by base rate, and invest in discovering misses, not just counting false alarms.

Verification

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Does it back the claim? Not recorded. The single citation of this work carries no recorded support check.

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