| { | |
| "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": [ | |
| 269.0, | |
| 236.0, | |
| 246.0 | |
| ], | |
| "housing_median_age": [ | |
| 49.0, | |
| 31.0, | |
| 17.0 | |
| ], | |
| "latitude": [ | |
| 37.76, | |
| 38.51, | |
| 32.85 | |
| ], | |
| "longitude": [ | |
| -122.19, | |
| -121.51, | |
| -115.57 | |
| ], | |
| "median_income": [ | |
| 1.7056, | |
| 6.6112, | |
| 1.7411 | |
| ], | |
| "ocean_proximity_<1H OCEAN": [ | |
| false, | |
| false, | |
| false | |
| ], | |
| "ocean_proximity_INLAND": [ | |
| false, | |
| true, | |
| true | |
| ], | |
| "ocean_proximity_ISLAND": [ | |
| false, | |
| false, | |
| false | |
| ], | |
| "ocean_proximity_NEAR BAY": [ | |
| true, | |
| false, | |
| false | |
| ], | |
| "ocean_proximity_NEAR OCEAN": [ | |
| false, | |
| false, | |
| false | |
| ], | |
| "population": [ | |
| 790.0, | |
| 542.0, | |
| 728.0 | |
| ], | |
| "total_bedrooms": [ | |
| 282.0, | |
| 217.0, | |
| 256.0 | |
| ], | |
| "total_rooms": [ | |
| 1368.0, | |
| 1595.0, | |
| 1039.0 | |
| ] | |
| }, | |
| "model": { | |
| "file": "hw4_mmcar25_regressor.pkl" | |
| }, | |
| "model_format": "pickle", | |
| "task": "tabular-regression" | |
| } | |
| } |