A Perspective View and Survey of Meta-Learning

Bagging Predictors

Leo Breiman · Machine Learning · 1996 · 17K citations · Full text

A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

Computing, Computer Science, Data Mining +13

Experiments with a new boosting algorithm

Yoav Freund, Robert E. Schapire · 1996 · 7.6K citations

Computing, Computer Science, Algorithms +14

Stacked generalization

David H. Wolpert · Neural Networks · 1992 · 7.5K citations

Multitask Learning

Rich Caruana · Machine Learning · 1997 · 6.3K citations · Full text