A study of the behavior of several methods for balancing machine learning training data. Batista, G. E., Prati, R. C., & Monard, M. C. ACM SIGKDD Explorations Newsletter, 6(1):20--29, ACM, 2004.
bibtex   
@Article{Batista_2004_13684,
  author = {Batista, G. E. and Prati, R. C. and Monard, M. C.},
 journal = {{ACM} {SIGKDD} Explorations Newsletter},
 number = {1},
 pages = {20--29},
 publisher = {ACM},
 title = {A study of the behavior of several methods for balancing machine learning training data},
 volume = {6},
 year = {2004},
 title_with_no_special_chars = {A study of the behavior of several methods for balancing machine learning training data}
}

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