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A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms

Machine Learning · 2000 · Vol. 40(3) · pp. 203–228
Tjen-Sien LimWei‐Yin LohYu‐Shan Shih
Data Mining Algorithms and ApplicationsRough Sets and Fuzzy LogicNeural Networks and ApplicationsDecision treeUnivariateLogistic regressionComputer scienceStatisticsRecursive partitioningAlgorithmArtificial intelligenceCartDecision tree learning

Funding

  • American Heart Association
Citations
1,129
FWCI
108.09
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Penalized Discriminant Analysis
The Annals of Statistics · 1995 · 859 citations
Multivariate Adaptive Regression Splines
The Annals of Statistics · 1991 · 8,036 citations
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Technometrics · 1997 · 7,273 citations
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