Skip to main content
. 2022 May 9;2022:4151487. doi: 10.1155/2022/4151487

Table 4.

Accuracy results for decision tree (DT).

Study Year Predictive features Accuracy (%)
[41] 2016 Student ID, graduation GPA, high school score, general aptitude test (GAT), educational attainment test (EAT), and courses 80
[59] 2019 Final examination, continuous assessment, schooling marks, quizzes, assignments, class test, and midterm examinations 98.2
[29] 2019 Gender, school name, travel time, age, hobbies, health details, and address 97.9
[30] 2019 Student demographics, student grades, subjects, school-related information, and social activities 95.8
[31] 2019 Gender, age, family size, health, marital status, work status, school grade, university type, faculty type, scholarship, transportation, traveling time, credit hours, study time, and GPA 66
[36] 2020 Gender, age, address location, parent job, Travel time, study time, free time, failures, activities, health, and abstance 72.26