Accelerate tree ensemble learning based on adaptive sampling

Zhou, Y; Li, H; Chen, M; Dai, ZY; Zhu, M

Li, H (corresponding author), Guizhou Univ, Coll Comp Sci & Technol, Guiyang 550025, Guizhou, Peoples R China.

JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2020; 20 (2): 509

Abstract

Gradient Boosting Decision Tree (GBDT) has been used extensively in machine learning applications due to its superiority in efficiency, accuracy and i......

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