Bagging, boosting, and C4.S

Classification and Regression Trees.

1986 • 21,574 citations

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

1997 • 18,426 citations

Untitled

1996 • 16,093 citations

Experiments with a new boosting algorithm

1996 • 7,607 citations

Solving Multiclass Learning Problems via Error-Correcting Output Codes

1995 • 2,697 citations

Estimation of Dependences Based on Empirical Data

2006 • 2,270 citations

Inductive knowledge acquisition: a case study

1987 • 198 citations

Automatic Parameter Selection by Minimizing Estimated Error

1995 • 189 citations

Addressing the Selective Superiority Problem: Automatic Algorithm/Model Class Selection

1993 • 151 citations

A Comparative Evaluation of Voting and Meta-learning on Partitioned Data

1995 • 149 citations

Mega induction: a Test Flight

1991 • 90 citations

An Incremental Method for Finding Multivariate Splits for Decision Trees

1990 • 78 citations

Lookahead Feature Construction for Learning Hard Concepts

1993 • 76 citations

Learning classification trees

1993 • 55 citations

Constructing nominal X-of-N attributes

1995 • 22 citations