Who Cited It

Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation

2006 · Lecture notes in computer science · 1,854 citations · 3 from inside this corpus

Marina Sokolova, Nathalie Japkowicz, Stan Śzpakowicz low

No abstract in the source record.

Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu… (2006)Beyond Accuracy, F-Score and …The Nature of Statistical Learning Theory (1995)The Nature of Statistical Lea…Statistical Comparisons of Classifiers over Multiple Data Sets (2006)Statistical Comparisons of Cl…Mining and summarizing customer reviews (2004)Mining and summarizing custom…Thumbs up? (2002)Thumbs up?Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms (1998)Approximate Statistical Tests…Editorial (2004)EditorialA systematic analysis of performance measures for classification tasks (2009)A systematic analysis of perf…The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy i… (2020)The advantages of the Matthew…Classification assessment methods (2018)Classification assessment met…
9 of 9 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.
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What this paper cites, inside the corpus

PaperYearCited
The Nature of Statistical Learning Theory199539,409
Statistical Comparisons of Classifiers over Multiple Data Sets200611,215
Mining and summarizing customer reviews20047,754
Thumbs up?20027,057
Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms19983,759
Editorial20042,081

What cites it, inside the corpus

PaperYearCited
A systematic analysis of performance measures for classification tasks20096,889
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy i…20206,132
Classification assessment methods20182,377

Links

DOI · OpenAlex record

Topics

Imbalanced Data Classification TechniquesComputer Science
Explainable Artificial Intelligence (XAI)Computer Science
Financial Distress and Bankruptcy PredictionBusiness, Management and Accounting

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

  • supports3 author record(s) attached.
  • supports26 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:52+00:00.

sha256 930f5bc64fea8a60…