Improved Boosting Algorithms Using Confidence-rated Predictions

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

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

UCI Repository of machine learning databases

Catherine Blake · Medical Entomology and Zoology · 1998 · 10.5K citations

Computing, Computer Science, Data Mining +9

Experiments with a new boosting algorithm

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

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Practical methods of optimization

Mathematics and Computers in Simulation · 1988 · 5.9K citations

Natural Sciences, Computer Science, Design Optimization +11

Solving Multiclass Learning Problems via Error-Correcting Output Codes

Tom Dietterich, Ghulum Bakiri · Journal of Artificial Intelligence Research · 1995 · 2.7K citations · Full text

Computing, Computer Science, Algorithms +14