| { | |
| "sklearn": { | |
| "columns": [ | |
| "Campus", | |
| "Subject", | |
| "Course", | |
| "Year", | |
| "Session", | |
| "SubjectCourse", | |
| "CourseLevel", | |
| "Years_Since_Start", | |
| "Course_Avg_Roll_1y", | |
| "Course_Min_Last_3y", | |
| "Course_Max_Last_3y", | |
| "Course_Std_Last_3y", | |
| "Professor", | |
| "Prof_Courses_Taught", | |
| "Prev_Median", | |
| "Prof_Prev_Median", | |
| "Prev_Percentile (25)", | |
| "Prof_Prev_Percentile (25)", | |
| "Prev_Percentile (75)", | |
| "Prof_Prev_Percentile (75)", | |
| "Prev_High", | |
| "Prof_Prev_High", | |
| "Prev_Low", | |
| "Prof_Prev_Low", | |
| "Prev_<50", | |
| "Prof_Prev_<50", | |
| "Prev_50-54", | |
| "Prof_Prev_50-54", | |
| "Prev_55-59", | |
| "Prof_Prev_55-59", | |
| "Prev_60-63", | |
| "Prof_Prev_60-63", | |
| "Prev_64-67", | |
| "Prof_Prev_64-67", | |
| "Prev_68-71", | |
| "Prof_Prev_68-71", | |
| "Prev_72-75", | |
| "Prof_Prev_72-75", | |
| "Prev_76-79", | |
| "Prof_Prev_76-79", | |
| "Prev_80-84", | |
| "Prof_Prev_80-84", | |
| "Prev_85-89", | |
| "Prof_Prev_85-89", | |
| "Prev_90-100", | |
| "Prof_Prev_90-100" | |
| ], | |
| "environment": [ | |
| "scikit-learn=1.6.0" | |
| ], | |
| "example_input": { | |
| "Campus": [ | |
| "UBCV" | |
| ], | |
| "Course": [ | |
| 110 | |
| ], | |
| "CourseLevel": [ | |
| 1 | |
| ], | |
| "Course_Avg_Roll_1y": [ | |
| 73.5864074445 | |
| ], | |
| "Course_Max_Last_3y": [ | |
| 91.0 | |
| ], | |
| "Course_Min_Last_3y": [ | |
| 71.898305085 | |
| ], | |
| "Course_Std_Last_3y": [ | |
| 7.270712022509893 | |
| ], | |
| "Prev_50-54": [ | |
| 1.0 | |
| ], | |
| "Prev_55-59": [ | |
| 5.0 | |
| ], | |
| "Prev_60-63": [ | |
| 11.0 | |
| ], | |
| "Prev_64-67": [ | |
| 12.0 | |
| ], | |
| "Prev_68-71": [ | |
| 14.0 | |
| ], | |
| "Prev_72-75": [ | |
| 15.0 | |
| ], | |
| "Prev_76-79": [ | |
| 11.0 | |
| ], | |
| "Prev_80-84": [ | |
| 31.0 | |
| ], | |
| "Prev_85-89": [ | |
| 23.0 | |
| ], | |
| "Prev_90-100": [ | |
| 23.0 | |
| ], | |
| "Prev_<50": [ | |
| 31.0 | |
| ], | |
| "Prev_High": [ | |
| 97.0 | |
| ], | |
| "Prev_Low": [ | |
| 5.0 | |
| ], | |
| "Prev_Median": [ | |
| NaN | |
| ], | |
| "Prev_Percentile (25)": [ | |
| NaN | |
| ], | |
| "Prev_Percentile (75)": [ | |
| NaN | |
| ], | |
| "Prof_Courses_Taught": [ | |
| NaN | |
| ], | |
| "Prof_Prev_50-54": [ | |
| NaN | |
| ], | |
| "Prof_Prev_55-59": [ | |
| NaN | |
| ], | |
| "Prof_Prev_60-63": [ | |
| NaN | |
| ], | |
| "Prof_Prev_64-67": [ | |
| NaN | |
| ], | |
| "Prof_Prev_68-71": [ | |
| NaN | |
| ], | |
| "Prof_Prev_72-75": [ | |
| NaN | |
| ], | |
| "Prof_Prev_76-79": [ | |
| NaN | |
| ], | |
| "Prof_Prev_80-84": [ | |
| NaN | |
| ], | |
| "Prof_Prev_85-89": [ | |
| NaN | |
| ], | |
| "Prof_Prev_90-100": [ | |
| NaN | |
| ], | |
| "Prof_Prev_<50": [ | |
| NaN | |
| ], | |
| "Prof_Prev_High": [ | |
| NaN | |
| ], | |
| "Prof_Prev_Low": [ | |
| NaN | |
| ], | |
| "Prof_Prev_Median": [ | |
| NaN | |
| ], | |
| "Prof_Prev_Percentile (25)": [ | |
| NaN | |
| ], | |
| "Prof_Prev_Percentile (75)": [ | |
| NaN | |
| ], | |
| "Professor": [ | |
| "" | |
| ], | |
| "Session": [ | |
| "W" | |
| ], | |
| "Subject": [ | |
| "CPSC" | |
| ], | |
| "SubjectCourse": [ | |
| "CPSC110" | |
| ], | |
| "Year": [ | |
| 2018 | |
| ], | |
| "Years_Since_Start": [ | |
| 4 | |
| ] | |
| }, | |
| "model": { | |
| "file": "ubcv_grade_predictor_ridge.joblib" | |
| }, | |
| "model_format": "pickle", | |
| "task": "tabular-regression" | |
| } | |
| } |