Does the Inclusion of Data Sampling Improve the Performance of Boosting Algorithms on Imbalanced Bioinformatics Data?

Alireza Fazelpour, Taghi M. Khoshgoftaar, David J. Dittman, Amri Napolitano. Does the Inclusion of Data Sampling Improve the Performance of Boosting Algorithms on Imbalanced Bioinformatics Data?. In 14th IEEE International Conference on Machine Learning and Applications, ICMLA 2015, Miami, FL, USA, December 9-11, 2015. pages 527-534, IEEE, 2015. [doi]

Abstract

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