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Very Simple Classification Rules Perform Well on Most Commonly Used Datasets

Machine Learning · 1993 · Vol. 11(1) · pp. 63–90
Robert C. Holte
Data Mining Algorithms and ApplicationsRough Sets and Fuzzy LogicMachine Learning and Data ClassificationComputer scienceArtificial intelligenceMachine learningSimple (philosophy)Basis (linear algebra)MathematicsEpistemology

Funding

  • American Heart Association
  • University of Texas at Austin
  • Natural Sciences and Engineering Research Council of Canada
Citations
1,785
FWCI
102.36
field-weighted impact
References
72
Percentile
100%
vs. same field & year
Citations per year
References
Knowledge Acquisition Via Incremental Conceptual Clustering
Machine Learning · 1987 · 1,759 citations
The CN2 Induction Algorithm
Machine Learning · 1989 · 2,011 citations
Induction of Decision Trees
Machine Learning · 1986 · 14,589 citations
Knowledge acquisition via incremental conceptual clustering
Machine Learning · 1987 · 1,082 citations
The CN2 induction algorithm
Machine Learning · 1989 · 991 citations
Induction of decision trees
Machine Learning · 1986 · 12,326 citations
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