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Learning with continuous piecewise linear decision trees

Published:2021-04 Issue: Volume:168 Page:114214
ISSN:0957-4174
Container-title:Expert Systems with Applications
language:en
Short-container-title:Expert Systems with Applications

Author:

Tao Qinghua,Li Zhen,Xu Jun,Xie Na,Wang Shuning,Suykens Johan A.K.

Funder

National Natural Science Foundation of China

KU Leuven

European Research Council

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference41 articles.

1. Hinging hyperplanes for regression, classification, and function approximation;Breiman;IEEE Transaction on Information Theory,1993

2. Random forests;Breiman;Machine Learning,2001

3. Classification and regression trees;Breiman,1984

4. Multivariate decision trees;Brodley,1995

5. Chen, T., & Guestrin, C. (2016). Xgboost: A scalable tree boosting system. In Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining (pp. 785–794).

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