# Assignment Predictor (Regression)
Trained from DetectiveShadow/Grade_Data

Best model: LinearRegression
Metrics: R2=0.682, RMSE=3.19, MAE=2.36

Expected features:
- Numeric: ['grade_level', 'attendance', 'hours_studied', 'confidence_before_assessment']
- Categorical: ['subject', 'course_difficulty', 'assignment_type']
Target: assignment_scores