A New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data

Thanh Tung Nguyen, He Zhao, Joshua Zhexue Huang, Thuy Thi Nguyen, Mark Junjie Li. A New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data. In Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu Bao Ho, David Cheung, Hiroshi Motoda, editors, Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II. Volume 9078 of Lecture Notes in Computer Science, pages 459-470, Springer, 2015. [doi]

Abstract

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