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Recordació (Sensibilitat)×Puntuació F1×
CampAvaluació de modelsAvaluació de models
FamíliaMCDMMCDM
Any d'origen20th century1979
Autor originalHistorical statistical foundationsC. J. van Rijsbergen
TipusEvaluation metricEvaluation metric
Font seminalFawcett, T. (2006). An introduction to ROC analysis. Pattern Recognition Letters, 27(8), 861-874. DOI ↗van Rijsbergen, C. J. (1979). Information Retrieval (2nd ed.). Butterworth-Heinemann. link ↗
ÀliesSensitivity, True Positive Rate, TPRF-measure, Harmonic Mean
Relacionats55
ResumRecall measures the proportion of actual positive cases that were correctly identified by the classifier. It answers the question: 'Of all the cases that were truly positive, how many did we find?' Recall is critical in scenarios where missing positive cases is costly.The F1-score is the harmonic mean of precision and recall, providing a single metric that balances both concerns. It was introduced by van Rijsbergen in information retrieval and has become a standard metric for evaluating classification models where both precision and recall are important.
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ScholarGateCompara mètodes: Recall (Sensitivity) · F1-Score. Recuperat el 2026-06-17 de https://scholargate.app/ca/compare