| { | |
| "sklearn": { | |
| "columns": [ | |
| "longitude", | |
| "latitude", | |
| "housing_median_age", | |
| "total_rooms", | |
| "total_bedrooms", | |
| "population", | |
| "households", | |
| "median_income", | |
| "ocean_proximity_<1H OCEAN", | |
| "ocean_proximity_INLAND", | |
| "ocean_proximity_ISLAND", | |
| "ocean_proximity_NEAR BAY", | |
| "ocean_proximity_NEAR OCEAN" | |
| ], | |
| "environment": [ | |
| "scikit-learn=1.5.2" | |
| ], | |
| "example_input": { | |
| "households": [ | |
| 254.0, | |
| 957.0, | |
| 801.0 | |
| ], | |
| "housing_median_age": [ | |
| 20.0, | |
| 2.0, | |
| 31.0 | |
| ], | |
| "latitude": [ | |
| 32.79, | |
| 38.01, | |
| 33.92 | |
| ], | |
| "longitude": [ | |
| -117.24, | |
| -121.29, | |
| -118.14 | |
| ], | |
| "median_income": [ | |
| 3.1838, | |
| 4.4871, | |
| 3.2237 | |
| ], | |
| "ocean_proximity_<1H OCEAN": [ | |
| false, | |
| false, | |
| true | |
| ], | |
| "ocean_proximity_INLAND": [ | |
| false, | |
| true, | |
| false | |
| ], | |
| "ocean_proximity_ISLAND": [ | |
| false, | |
| false, | |
| false | |
| ], | |
| "ocean_proximity_NEAR BAY": [ | |
| false, | |
| false, | |
| false | |
| ], | |
| "ocean_proximity_NEAR OCEAN": [ | |
| true, | |
| false, | |
| false | |
| ], | |
| "population": [ | |
| 525.0, | |
| 3327.0, | |
| 2313.0 | |
| ], | |
| "total_bedrooms": [ | |
| 278.0, | |
| 1116.0, | |
| 853.0 | |
| ], | |
| "total_rooms": [ | |
| 961.0, | |
| 6403.0, | |
| 3731.0 | |
| ] | |
| }, | |
| "model": { | |
| "file": "hw4_baseline_regressor.pkl" | |
| }, | |
| "model_format": "pickle", | |
| "task": "tabular-classification" | |
| } | |
| } |