A Chi-MIC Based Adaptive Multi-Branch Decision Tree

Since the decision trees (DTs) have an advantage over “black-box” models, such as neural nets or support vector machines, in terms of comprehensibility, such that it might merit improvement for further optimization. The node splitting measures and pruning methods are primary am...

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Bibliographic Details
Main Authors: Jiahao Ye, Jingjing Yang, Jiang Yu, Siqiao Tan, Feng Luo, Zheming Yuan, Yuan Chen
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9420750/