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

Classification and Regression Trees.

1986 • 21,574 citations

Simplifying decision trees

1987 • 2,458 citations

Inferring decision trees using the minimum description lenght principle

1989 • 674 citations

Untitled

1989 • 627 citations

Untitled

1993 • 223 citations

On estimating probabilities in tree pruning

1991 • 157 citations

Expert Systems—Rule Induction with Statistical Data

1987 • 151 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