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 |