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