Student Risk Prediction Model
LightGBM model for predicting student academic risk.
Inputs
17 engineered features:
- att_pct
- recent_att
- prev_att
- att_trend
- att_slope
- avg_pct
- last_assessment_pct
- prev_avg
- marks_trend
- marks_slope
- pct_std
- missing_rate
- late_rate
- weakest_subject_mastery
- subjects_below40
- band_ord
- prev_year_avg
Output
Probability of becoming at-risk in next assessment period.
