Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data

He Zhao, Xiaojun Chen 0004, Thanh Tung Nguyen, Joshua Zhexue Huang, Graham J. Williams, Hui Chen. Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data. In Michael Chau, G. Alan Wang, Hsinchun Chen, editors, Intelligence and Security Informatics - 11th Pacific Asia Workshop, PAISI 2016, Auckland, New Zealand, April 19, 2016, Proceedings. Volume 9650 of Lecture Notes in Computer Science, pages 63-72, Springer, 2016. [doi]

Abstract

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