Predictive model based on decision tree combined multiple regressions

Jing Rong Chen, Yu Heng Lin, Yih Guang Leu

研究成果: 書貢獻/報告類型會議貢獻

4 引文 斯高帕斯(Scopus)

摘要

This paper combines a decision tree with multiple linear regressions to build a predictive model. The decision tree of the predictive model generates classification outputs, and the predictive model integrates linear multiple regressions into the decision tree to achieve numerical outputs. The temperature with seven days ahead is forecasted by using the predictive model. In order to demonstrate the effectiveness of the predictive model, we compare the predictive model with some different time series methods.

原文英語
主出版物標題ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery
編輯Liang Zhao, Lipo Wang, Guoyong Cai, Kenli Li, Yong Liu, Guoqing Xiao
發行者Institute of Electrical and Electronics Engineers Inc.
頁面1855-1858
頁數4
ISBN(電子)9781538621653
DOIs
出版狀態已發佈 - 2018 六月 21
對外發佈Yes
事件13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2017 - Guilin, Guangxi, 中国
持續時間: 2017 七月 292017 七月 31

出版系列

名字ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery

其他

其他13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, ICNC-FSKD 2017
國家中国
城市Guilin, Guangxi
期間17/7/2917/7/31

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Hardware and Architecture
  • Information Systems
  • Information Systems and Management
  • Logic
  • Modelling and Simulation
  • Statistics and Probability

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  • 引用此

    Chen, J. R., Lin, Y. H., & Leu, Y. G. (2018). Predictive model based on decision tree combined multiple regressions. 於 L. Zhao, L. Wang, G. Cai, K. Li, Y. Liu, & G. Xiao (編輯), ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (頁 1855-1858). (ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FSKD.2017.8393049