Table 1 Attributes of the dataset
Attributes | Remarks |
|---|---|
CGPA | Cumulative Grade Point Average. It ranges from 0.00 to 4.00. This is a measure to evaluate students’ past record |
Quiz marks | Best 4 out of 5 quizzes are counted as per the course policy which was intact throughout the five semesters. The average is taken and is normalized between 0 to 100. |
Midterm marks | Number of midterm examination differed between 1–2 among all the semesters taken into consideration. For the semesters where two midterms were held, average of them is taken. The data is then normalized between 0 to 100. |
Laboratory mark | Weight of the laboratory marks varied from semester to semester, therefore, the marks are normalized between 0 to 100. |
Attendance marks | Ranges from 0 to 100 |
Final grade | This is label our classification models will try to predict. final grade consist of five classes: A,B,C,D,F. |