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
  • [21] Modelling Job Satisfaction Using a Logistic Regression Model
    Cavusoglu, Behiye
    Cek, Kemal
    Eyupoglu, Serife Z.
    INTERNATIONAL CONFERENCE ON ANALYSIS AND APPLIED MATHEMATICS (ICAAM 2020), 2021, 2325
  • [22] A Patient Care Predictive Model using Logistic Regression
    Patel, Harkesh J.
    Saini, Jatinderkumar R.
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (12) : 623 - 630
  • [23] Extroversion Text Classification Model Using Logistic Regression
    Peetaneelavat, Sakolwan
    Boonsiri, Somjai
    INTERNATIONAL JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE, 2022, 17 (04): : 1553 - 1561
  • [24] Hypertension Risk Prediction Among Diabetic Patients Using Unconditional Multivariate Logistic Regression Model
    Zhu, Hongjian
    Zhang, Chenzhou
    You, Zhuhong
    2023 7TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND APPLICATIONS, ICBEA, 2023, : 1 - 10
  • [25] Determination of osteoporosis risk factors using a multiple logistic regression model in postmenopausal Turkish women
    Akkus, Z
    Camdeviren, H
    Celik, F
    Gur, A
    Nas, K
    SAUDI MEDICAL JOURNAL, 2005, 26 (09) : 1351 - 1359
  • [26] An Investigation of Risk Factors Associated with Tuberculosis Transmission in South Africa Using Logistic Regression Model
    Maja, Tshepo Frans
    Maposa, Daniel
    INFECTIOUS DISEASE REPORTS, 2022, 14 (04) : 609 - 620
  • [27] Development of a Stroke Risk Assessment Model for a Small Population in South Kerala using Logistic Regression
    Jeena, R. S.
    Sukeshkumar, A.
    PROCEEDINGS OF THE 2019 IEEE REGION 10 CONFERENCE (TENCON 2019): TECHNOLOGY, KNOWLEDGE, AND SOCIETY, 2019, : 350 - 355
  • [28] Mortality Risk Assessment for ICU patients using Logistic Regression
    Bera, Deep
    Nayak, Mithun Manjnath
    2012 COMPUTING IN CARDIOLOGY (CINC), VOL 39, 2012, 39 : 493 - 496
  • [29] Fire Risk Assessment Using Neural Network and Logistic Regression
    Goldarag, Y. Jafari
    Mohammadzadeh, Ali
    Ardakani, A. S.
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2016, 44 (06) : 885 - 894
  • [30] Fire Risk Assessment Using Neural Network and Logistic Regression
    Y. Jafari Goldarag
    Ali Mohammadzadeh
    A. S. Ardakani
    Journal of the Indian Society of Remote Sensing, 2016, 44 : 885 - 894
12345