Table 6 Probabilities and final decisions of predictive models (RF, LR, SVM, kNN, NB, NN)
stdID | RF | SVM | LR | kNN | NB | NN | final | midterm | faculty | Department |
|---|---|---|---|---|---|---|---|---|---|---|
st1 | 55–77.5 | 55–77.5 | 55–77.5 | ≥ 77.5 | 55–77.5 | 55–77.5 | 55–77.5 | < 32.5 | Faculty of Education | Computer Education and Instructional Technology |
st2 | 55–77.5 | ≥ 77.5 | ≥ 77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 32.5–55 | Faculty of Education | Social Sciences Teaching |
st3 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 32.5–55 | Faculty of Education | Early Childhood Education |
st4 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | ≥ 77.5 | Faculty of Agriculture | Garden Plants |
st5 | 55–77.5 | 55–77.5 | 55–77.5 | < 32.5 | 55–77.5 | 55–77.5 | 32.5–55 | 32.5–55 | School of Physical Education and Sports | Physical Education and Sports Teaching |
st6 | 32.5–55 | 55–77.5 | 55–77.5 | 55–77.5 | 32.5–55 | 32.5–55 | 32.5–55 | 32.5–55 | School of Physical Education and Sports | Coaching Education |
st7 | 55–77.5 | 55–77.5 | ≥ 77.5 | 55–77.5 | < 32.5 | < 32.5 | < 32.5 | < 32.5 | Faculty of Education | Social Sciences Teaching |
st8 | 55–77.5 | 55–77.5 | 55–77.5 | ≥ 77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | Faculty of Education | Psychological Counseling and Guidance |
st9 | < 32.5 | 32.5–55 | ≥ 77.5 | < 32.5 | < 32.5 | 32.5–55 | ≥ 77.5 | < 32.5 | Faculty of Education | Primary Education |
st10 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 55–77.5 | 32.5–55 | Faculty of Arts and Sciences | Archaeology |