Big data decision tree for continuous-valued attributes based on unbalanced cut points

Abstract The decision tree is a widely used decision support model, which can quickly mine effective decision rules based on the dataset. The decision tree induction algorithm for continuous-valued attributes, based on unbalanced cut points, is efficient for mining decision rules; however, extending...

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Bibliographic Details
Main Authors: Shixiang Ma, Junhai Zhai
Format: Article
Language:English
Published: SpringerOpen 2023-08-01
Series:Journal of Big Data
Subjects:
Online Access:https://doi.org/10.1186/s40537-023-00816-2