RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation

Author:

Zhang Yao1,Xiong Yun1,Sun Yiheng2,Shan Caihua3,Lu Tian4,Song Hui2,Zhu Yangyong1

Affiliation:

1. Fudan University, Shanghai, China

2. Tencent Weixin Group, Shenzhen, China

3. Microsoft Research Asia, Shanghai, China

4. Arizona State University, Tempe, China

Funder

National Natural Science Foundation of China

China Postdoctoral Science Foundation

Publisher

ACM

Reference32 articles.

1. Paul D Allison . 1999. Multiple regression: A primer . Pine Forge Press . Paul D Allison. 1999. Multiple regression: A primer. Pine Forge Press.

2. Elaine Angelino , Nicholas Larus-Stone , Daniel Alabi , Margo Seltzer , and Cynthia Rudin . 2017. Learning certifiably optimal rule lists for categorical data. Journal of Machine Learning Research ( 2017 ). Elaine Angelino, Nicholas Larus-Stone, Daniel Alabi, Margo Seltzer, and Cynthia Rudin. 2017. Learning certifiably optimal rule lists for categorical data. Journal of Machine Learning Research (2017).

3. Leo Breiman , Jerome H Friedman , Richard A Olshen , and Charles J Stone . 2017. Classification and regression trees . Routledge . Leo Breiman, Jerome H Friedman, Richard A Olshen, and Charles J Stone. 2017. Classification and regression trees. Routledge.

4. A Survey of Monte Carlo Tree Search Methods

5. Feature Selection for High Dimensional Data Using Monte Carlo Tree Search

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