Untitled

Classification and Regression Trees.

1984 • 23,117 citations

Classification and Regression Trees.

1986 • 21,574 citations

Untitled

1986 • 13,981 citations

Practical Nonparametric Statistics

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Applied Nonparametric Statistics

1991 • 5,126 citations

A theory of the learnable

1984 • 4,471 citations

Machine Learning: An Artificial Intelligence Approach

2013 • 2,595 citations

Simplifying decision trees

1987 • 2,458 citations

Practical Nonparametric Statistics

1981 • 1,437 citations

Occam's Razor

1987 • 1,044 citations

Inferring decision trees using the minimum description lenght principle

1989 • 674 citations

Untitled

1989 • 627 citations

Minimum complexity density estimation

1991 • 512 citations

Simplifying decision trees

1999 • 262 citations

Learning decision rules in noisy domains

1987 • 174 citations

On estimating probabilities in tree pruning

1991 • 157 citations

Expert Systems—Rule Induction with Statistical Data

1987 • 151 citations

ON THE CONNECTION BETWEEN THE COMPLEXITY AND CREDIBILITY OF INFERRED MODELS

1978 • 97 citations

Machine Learning — EWSL-91

1991 • 91 citations

Reduced complexity rule induction

1991 • 66 citations

Expert Systems-Rule Induction with Statistical Data

1987 • 40 citations

Sparse data and the effect of overfitting avoidance in decision tree induction

1992 • 25 citations

Induction with randomization testing: decision-oriented analysis of large data sets

1992 • 22 citations

When does overfitting decrease prediction accuracy in induced decision trees and rule sets?

1991 • 21 citations

Deconstructing the Digit Recognition Problem

1992 • 19 citations

Induction with randomization testing (dissertation)

1993 • 2 citations