Selecting a classification method by cross-validation

Classification and Regression Trees.

1984 • 23,117 citations

Classification and Regression Trees.

1986 • 21,574 citations

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1986 • 13,981 citations

Cross-Validatory Choice and Assessment of Statistical Predictions

1974 • 8,849 citations

The Jackknife, the Bootstrap and Other Resampling Plans

1982 • 7,816 citations

Stacked generalization

1992 • 6,073 citations

Spline Models for Observational Data.

1991 • 5,272 citations

Adaptive Mixtures of Local Experts

1991 • 4,228 citations

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Spline Models for Observational Data

1990 • 3,507 citations

The Jackknife: The Bootstrap and Other Resampling Plans.

1983 • 2,827 citations

Simplifying decision trees

1987 • 2,458 citations

The Predictive Sample Reuse Method with Applications

1975 • 2,250 citations

Uncertainty in Artificial Intelligence

1992 • 1,456 citations

Explorations in parallel distributed processing

1988 • 860 citations

Induction of decision trees. Machine Learning

1986 • 792 citations

Generating production rules from decision trees

1987 • 487 citations

Untitled

1991 • 289 citations

Asymptotics for and against cross-validation

1977 • 254 citations

Untitled

1993 • 223 citations

Multiple decision trees

1990 • 141 citations

An empirical comparison of ID3 and back-propagation

1989 • 128 citations

Comparing connectionist and symbolic learning methods

1994 • 107 citations

Uncertainty in Artificial Intelligence

1990 • 99 citations

On the Connection between In-sample Testing and Generalization Error.

1992 • 83 citations

Concept Simplification and Prediction Accuracy

1988 • 54 citations

Classifiers: a theoretical and empirical study

1991 • 34 citations