Classifying imbalanced data sets using similarity based hierarchical decomposition

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

Classification and Regression Trees.

Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations

Computing, Computer Science, Mathematics +13

A Simple Sequentially Rejective Multiple Test Procedure

Sture Holm · Scandinavian Journal of Statistics · 1979 · 21.8K citations

Business, Biostatistics, A/b Testing +8

Classification and Regression Trees.

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

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