A Conservation Law for Generalization Performance

Statistical Decision Theory and Bayesian Analysis

1985 • 7,736 citations

Stacked generalization

1992 • 6,073 citations

A theory of the learnable

1984 • 4,471 citations

A theory of the learnable

1984 • 2,968 citations

Untitled

1993 • 1,774 citations

A System for Induction of Oblique Decision Trees

1994 • 542 citations

Selecting a classification method by cross-validation

1993 • 421 citations

A Conservation Law for Generalization Performance

1994 • 338 citations

Untitled

1993 • 223 citations

Fact, Fiction and Forecast

1968 • 184 citations

Overfitting avoidance as bias

1993 • 164 citations

Multiple decision trees

1990 • 141 citations

OC1: randomized induction of oblique decision trees

1993 • 128 citations

Uncertainty in Artificial Intelligence

1990 • 99 citations

A study of instance-based algorithms for supervised learning tasks: mathematical, empirical, and psychological evaluations

1990 • 85 citations

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

1992 • 83 citations

Small Disjuncts in Action: Learning to Diagnose Errors in the Local Loop of the Telephone Network

1993 • 71 citations

LEARNING CLASSIFICATION RULES USING BAYES

1989 • 65 citations

Concept Simplification and Prediction Accuracy

1988 • 54 citations

Multivariate Versus Univariate Decision Trees

1992 • 51 citations

On Overfitting Avoidance as Bias

1993 • 40 citations

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

1992 • 25 citations

Deconstructing the Digit Recognition Problem

1992 • 19 citations

Learning non-linearly separable Boolean functions with linear threshold unit trees and Madaline-style networks

1993 • 15 citations

Dynamic Recursive Model Class Selection for Classifier Construction

1994 • 1 citations