Who Cited It

Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms

1998 · Neural Computation · 3,759 citations · 15 from inside this corpus

Thomas G. Dietterich

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.

Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms (1998)Approximate Statistical Tests…Classification and Regression Trees. (1986)Classification and Regression…Bagging Predictors (1996)Bagging PredictorsBagging predictors (1996)Bagging predictorsUCI Repository of Machine Learning Databases (1996)UCI Repository of Machine Lea…Statistical Comparisons of Classifiers over Multiple Data Sets (2006)Statistical Comparisons of Cl…A systematic analysis of performance measures for classification tasks (2009)A systematic analysis of perf…Semi-Supervised Learning (2006)Semi-Supervised LearningSupervised Machine Learning: A Review of Classification Techniques (2007)Supervised Machine Learning: …An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees:… (2000)An Experimental Comparison of…Text Classification from Labeled and Unlabeled Documents using EM (2000)Text Classification from Labe…An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Varia… (1999)An Empirical Comparison of Vo…Advanced nonparametric tests for multiple comparisons in the design of experiments in com… (2009)Advanced nonparametric tests …Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu… (2006)Beyond Accuracy, F-Score and …Large Margin DAG's for Multiclass Classification (1999)Large Margin DAG's for Multic…Machine learning: a review of classification and combining techniques (2006)Machine learning: a review of…Cross-Validation (2009)Cross-ValidationKEEL: a software tool to assess evolutionary algorithms for data mining problems (2008)KEEL: a software tool to asse…Adaptive Computation and Machine Learning (2012)Adaptive Computation and Mach…An extensive comparative study of cluster validity indices (2012)An extensive comparative stud…
19 of 19 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
Classification and Regression Trees.198621,044
Bagging Predictors199617,191
Bagging predictors199616,468
UCI Repository of Machine Learning Databases19962,343

What cites it, inside the corpus

PaperYearCited
Statistical Comparisons of Classifiers over Multiple Data Sets200611,215
A systematic analysis of performance measures for classification tasks20096,889
Semi-Supervised Learning20064,334
Supervised Machine Learning: A Review of Classification Techniques20074,149
An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees:…20002,962
Text Classification from Labeled and Unlabeled Documents using EM20002,753
An Empirical Comparison of Voting Classification Algorithms: Bagging, Boosting, and Varia…19992,656
Advanced nonparametric tests for multiple comparisons in the design of experiments in com…20092,231
Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evalu…20061,854
Large Margin DAG's for Multiclass Classification19991,646
Machine learning: a review of classification and combining techniques20061,562
Cross-Validation20091,550
KEEL: a software tool to assess evolutionary algorithms for data mining problems20081,508
Adaptive Computation and Machine Learning20121,437
An extensive comparative study of cluster validity indices20121,400

Links

DOI · OpenAlex record

Topics

Neural Networks and ApplicationsComputer Science
Evolutionary Algorithms and ApplicationsComputer Science
Machine Learning and Data ClassificationComputer Science

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complete

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  • supports1 author record(s) attached.
  • supports21 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 2026-09-04T03:58:46+00:00.

sha256 bba2969b3567609a…