The Analysis and Application of the C4.5 Algorithm in Decision Tree Technology

被引:1
|
作者
Zhao, Hongyan [1 ]
机构
[1] Shandong Yingcai Univ, Sch Comp & Informat Engn, Jinan, Peoples R China
关键词
Data Mining; Decision Tree; C4.5; Algorithm; Score Analysis;
D O I
10.4028/www.scientific.net/AMR.457-458.754
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The Decision Tree technology, which is the main technology of the Data Mining classification and forecast, is the classifying rule that infers the Decision Tree manifestation through group of out-of-orders, the non-rule examples. Based on the research background of The Decision Tree's concept, the C4.5 Algorithm and the construction of The Decision Tree, the using of C4.5 Decision Tree Algorithm was applied to result analysis of students' score for the purpose of improving the teaching quality.
引用
收藏
页码:754 / 757
页数:4
相关论文
共 50 条
  • [1] Improvement and Application of Decision Tree C4.5 Algorithm
    Ye, Jie
    Hou, Li-duo
    2018 INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND NETWORK TECHNOLOGY (CCNT 2018), 2018, 291 : 127 - 133
  • [2] The Research and Analysis in Decision Tree Algorithm Based on C4.5 Algorithm
    Hao, Huan
    Chen, Tieming
    Lu, Jing
    Liu, Jie
    Ma, Xiaodan
    PROCEEDINGS OF 2018 IEEE 3RD ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC 2018), 2018, : 1882 - 1886
  • [3] Application of Decision Tree C4.5 Algorithm in Air Quality Evaluation
    Hu, Nan
    Li, Qing
    PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL CONTROL AND COMPUTATIONAL ENGINEERING (AMCCE 2017), 2017, 118 : 1095 - 1099
  • [4] A mapreduce implementation of C4.5 decision tree algorithm
    Ji, W. (jiweiit@163.com), 1600, Science and Engineering Research Support Society (07):
  • [5] Very Fast C4.5 Decision Tree Algorithm
    Cherfi, Anis
    Nouira, Kaouther
    Ferchichi, Ahmed
    APPLIED ARTIFICIAL INTELLIGENCE, 2018, 32 (02) : 119 - 137
  • [6] Application of C4.5 decision tree for scholarship evaluations
    Wang, X.
    Zhou, C.
    Xu, X.
    10TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2019) / THE 2ND INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40 2019) / AFFILIATED WORKSHOPS, 2019, 151 : 179 - 184
  • [7] Application of C4.5 Decision Tree Algorithm for Evaluating the College Music Education
    Wang, Jingliang
    MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [8] A parallel C4.5 decision tree algorithm based on MapReduce
    Mu, Yashuang
    Liu, Xiaodong
    Yang, Zhihao
    Liu, Xiaolin
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2017, 29 (08):
  • [9] Color Recognition Based on C4.5 Decision Tree Algorithm
    Chen, Chao
    Xu, He-Gen
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND INFORMATION SYSTEMS, 2016, 52 : 158 - 163
  • [10] The Application of Decision Tree C4.5 Algorithm to Soil Quality Grade Forecasting Model
    Li Dongming
    Li Yan
    Yuan Chao
    Li Chaoran
    Liu Huan
    Zhang Lijuan
    2016 FIRST IEEE INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND THE INTERNET (ICCCI 2016), 2016, : 552 - 555