Who Cited It

Statistical Comparisons of Classifiers over Multiple Data Sets

2006 · 11,215 citations · 14 from inside this corpus

Janez Demšar

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

Statistical Comparisons of Classifiers over Multiple Data Sets (2006)Statistical Comparisons of Cl…UCI Repository of machine learning databases (1998)UCI Repository of machine lea…Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms (1998)Approximate Statistical Tests…Multiple Hypothesis Testing (1995)Multiple Hypothesis TestingA 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…A practical tutorial on the use of nonparametric statistical tests as a methodology for c… (2011)A practical tutorial on the u…A survey on concept drift adaptation (2014)A survey on concept drift ada…A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Ba… (2011)A Review on Ensembles for the…Equilibrium optimizer: A novel optimization algorithm (2019)Equilibrium optimizer: A nove…Classifier chains for multi-label classification (2011)Classifier chains for multi-l…Advanced nonparametric tests for multiple comparisons in the design of experiments in com… (2009)Advanced nonparametric tests …On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation (2010)On Over-fitting in Model Sele…Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation (2009)Sensitivity Analysis of k-Fol…Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu… (2006)Beyond Accuracy, F-Score and …Investigating the impact of data normalization on classification performance (2019)Investigating the impact of d…Automated Machine Learning (2019)Automated Machine LearningAn extensive comparative study of cluster validity indices (2012)An extensive comparative stud…
17 of 17 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
UCI Repository of machine learning databases199810,546
Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms19983,759
Multiple Hypothesis Testing19951,899

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
A practical tutorial on the use of nonparametric statistical tests as a methodology for c…20115,499
A survey on concept drift adaptation20143,563
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Ba…20112,834
Equilibrium optimizer: A novel optimization algorithm20192,335
Classifier chains for multi-label classification20112,307
Advanced nonparametric tests for multiple comparisons in the design of experiments in com…20092,231
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation20101,988
Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation20091,897
Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…20061,854
Investigating the impact of data normalization on classification performance20191,735
Automated Machine Learning20191,451
An extensive comparative study of cluster validity indices20121,400

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Topics

Machine Learning and Data ClassificationComputer Science
Advanced Statistical Methods and ModelsMathematics
Statistical Methods and InferenceMathematics

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complete

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  • supports1 author record(s) attached.
  • supports39 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 2026-09-04T03:58:40+00:00.

sha256 7e3d99a592f7f61f…