SMOTEBoost: Improving Prediction of the Minority Class in Boosting

Nitesh V. Chawla, Aleksandar Lazarevic, Lawrence O. Hall, Kevin W. Bowyer. SMOTEBoost: Improving Prediction of the Minority Class in Boosting. In Nada Lavrac, Dragan Gamberger, Hendrik Blockeel, Ljupco Todorovski, editors, Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings. Volume 2838 of Lecture Notes in Computer Science, pages 107-119, Springer, 2003. [doi]

Abstract

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