F1: Harmonic mean of precision and recall

This metric aims to summarise the trade-off between Precision and Recall through their harmonic mean: F1 = 2 P R / (P + R), with F1 = 0 by convention when P + R = 0.

Metric information

RDF Resource Description Framework Flyer Icon
Title
Harmonic mean of precision and recall
Identifier
https://w3id.org/cq4oe/metric/F1
Keywords
Ontology Evaluation, Metric, F1
Contact Point
JiaYi Li at upm.es
Publisher
Ontology Engineering Group | Universidad Politécnica de Madrid
Version
0.1.0
License
http://creativecommons.org/licenses/by/4.0/
Category
Set-Based Evaluation
Dimension
Task
Applicable for
https://www.wikidata.org/wiki/Q184754
Benchmark
CQ2OE Benchmark: Competency Questions for Ontology Engineering. A benchmark for evaluating LLM-assisted ontology generation from competency questions.
Status
Active
Active Proposed Inactive Deprecated
Ontology Engineering Group https://oeg.fi.upm.es