# OnCo record accuracy-f1 (term). Data CC BY-NC 4.0, attribute "Data from OnCo (onco.cc)". Whole corpus: https://onco.cc/api/v1/onco.nt
@prefix schema: <https://schema.org/> .
@prefix onco: <https://onco.cc/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://onco.cc/terms/accuracy-f1/>
  a schema:DefinedTerm ;
  onco:kind "term" ;
  schema:identifier "accuracy-f1" ;
  schema:name "Accuracy, macro-F1 and confusion matrices"@en ;
  schema:alternateName "accuracy metric"@en, "macro-F1"@en, "macro F1"@en, "F1 score"@en, "F-score"@en, "F-measure"@en, "confusion matrix"@en, "balanced accuracy"@en, "classification accuracy"@en ;
  schema:description "Accuracy is the share of predictions that were right; macro-F1 averages the F1 score of each class equally, so a model cannot look good by getting only the common cancer types right."@en ;
  schema:url <https://onco.cc/terms/accuracy-f1/> ;
  schema:dateModified "2026-09-24"^^xsd:date ;
  schema:sameAs <https://en.wikipedia.org/wiki/F-score> ;
  schema:citation <https://en.wikipedia.org/wiki/Accuracy_and_precision>, <https://en.wikipedia.org/wiki/F-score> ;
  onco:tag "cansim-terms" ;
  onco:related <https://onco.cc/terms/cancer-ai-vocabulary/> ;
  onco:terms <https://onco.cc/terms/roc-auc/>, <https://onco.cc/terms/ablation-study/>, <https://onco.cc/terms/organ-of-origin-signal/> .