A fast rank mutual information based decision tree and its implementation via Map-Reduce

Author:

Mu Yashuang1,Wang Lidong2,Liu Xiaodong1ORCID

Affiliation:

1. School of Control Science and Engineering, Faculty of Electronic Information and Electrical Engineering; Dalian University of Technology; Dalian 116024 China

2. Department of Mathematics; Dalian Maritime University; Dalian 116026 China

Funder

National Natural Science Foundation of China

Liaoning Provincial Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Publisher

Wiley

Subject

Computational Theory and Mathematics,Computer Networks and Communications,Computer Science Applications,Theoretical Computer Science,Software

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4. Rank entropy-based decision trees for monotonic classification;Hu;IEEE Trans Knowl Data Eng,2012

5. Fusing monotonic decision trees;Qian;IEEE Trans Knowl Data Eng,2015

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