Table 8 Features level of importance on the predictions performed after the 2nd semester
From: Predicting Master’s students’ academic performance: an empirical study in Germany
Feature | Importance measure | |
|---|---|---|
Predicting the Academic_status after the 2nd semester | predicting the Academic_grade after the 2nd semester | |
Grade_sem2 | 0.30 | 0.33 |
Grade_sem1 | 0.14 | 0.22 |
Culture | 0.11 | 0.07 |
Distance | 0.10 | 0.06 |
F_sem2 | 0.08 | 0.06 |
Registered_exams2 | 0.06 | 0.05 |
Registered_exams1 | 0.05 | 0.05 |
F_sem1 | 0.05 | 0.04 |
Enrollment_age | 0.04 | 0.04 |
Unregistered_exams2 | 0.03 | 0.03 |
Unregistered_exams1 | 0.02 | 0.03 |
Gender | 0.02 | 0.02 |