| # 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 | |