Risk model for first semester student using logistic regression

被引：0
|
作者：
Din, A. M. [1 ]
机构：
[1] Univ Tekn Malaysia Melaka, Fac Technol Management & Technopreneurship, Durian Tunggal 76100, Melaka, Malaysia
来源：
PROCEEDINGS OF MECHANICAL ENGINEERING RESEARCH DAY 2017 (MERD) | 2017年
关键词：
Risk model; data mining; decision tree;
D O I：
暂无
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
Diploma in Business Studies is a popular programme. However, more than 10 percent of the students failed to complete their studies on time, which is within six semesters. This study aims to identify factors that affect students' chances of graduating on time (GOT). This study uses logistic regression model and data split configuration. The predictive accuracies of the models in terms of misclassification rates and average squared error are compared. Hence, this study has proposed a methodology to predict at-risk students which can be adopted by other programmes and level of studies.
引用
收藏
页码：292 / 293
页数：2
相关论文
共 50 条
  • [31] EMPIRICAL MODELLING OF WINDTHROW RISK USING GIS AND LOGISTIC REGRESSION
    Krejci, L.
    GEOGRAPHIA TECHNICA, 2010, 5 (01): : 25 - 35
  • [32] A simple method for estimating relative risk using logistic regression
    Fredi A Diaz-Quijano
    BMC Medical Research Methodology, 12
  • [33] A simple method for estimating relative risk using logistic regression
    Diaz-Quijano, Fredi A.
    BMC MEDICAL RESEARCH METHODOLOGY, 2012, 12
  • [34] Suppression for Logistic Regression Model
    Hong, C. S.
    Kim, H. I.
    Ham, J. H.
    KOREAN JOURNAL OF APPLIED STATISTICS, 2005, 18 (03) : 701 - 712
  • [35] Assessing Accident Risk using Ordinal Regression and Multinomial Logistic Regression Data Generation
    Alicioglu, Gulsum
    Sun, Bo
    Ho, Shen Shyang
    2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [36] Assessment on Credit Risk of Real Estate Based on Logistic Regression Model
    Li Hongli
    Song Liwei
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC & MECHANICAL ENGINEERING AND INFORMATION TECHNOLOGY (EMEIT-2012), 2012, 23
  • [37] Risk Evaluation of Power Grid Investment Based on Logistic Regression Model
    Lu, Xiaofen
    Cai, Zhanghua
    Xu, Qian
    Jin, Chuan
    Liu, Fuyan
    PROCEEDINGS OF THE 2015 3D INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION AND COMMUNICATION TECHNOLOGY FOR EDUCATION, 2015, 11 : 263 - 266
  • [38] Logistic regression model applied to short term forecast of hail risk
    Sanchez, J.L.
    Marcos, J.L.
    de la Fuente, M.T.
    Castro, A.
    Physics and Chemistry of the Earth, 23 (5-6): : 645 - 648
  • [39] Risk of Recurrence in Operated Parasagittal Meningiomas: A Logistic Binary Regression Model
    Escribano Mesa, Jose Alberto
    Alonso Morillejo, Enrique
    Parron Carreno, Tesifon
    Huete Allut, Antonio
    Narro Donate, Jose Maria
    Mendez Roman, Paddy
    Contreras Jimenez, Ascension
    Pedrero Garcia, Francisco
    Masegosa Gonzalez, Jose
    WORLD NEUROSURGERY, 2018, 110 : E112 - E118
  • [40] Internal Control Risk Analysis Model Based on Ordinal Logistic regression
    Zhang Dongling
    Mu Pengfei
    Xu Xiaomei
    PROCEEDINGS OF 2012 CHINA INTERNATIONAL CONFERENCE ON INSURANCE AND RISK MANAGEMENT, 2012, : 74 - 78
12345