| { | |
| "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": [ | |
| 432.3067614968702, | |
| 137.83713881953418, | |
| 614.7946309096992 | |
| ], | |
| "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": [ | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "ocean_proximity_INLAND": [ | |
| 0.0, | |
| 1.0, | |
| 1.0 | |
| ], | |
| "ocean_proximity_ISLAND": [ | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "ocean_proximity_NEAR BAY": [ | |
| 1.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "ocean_proximity_NEAR OCEAN": [ | |
| 0.0, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "population": [ | |
| 790.0, | |
| 428.9254470693859, | |
| 1834.9559655606572 | |
| ], | |
| "total_bedrooms": [ | |
| 477.25105753568585, | |
| 116.86632472043243, | |
| 710.263120924772 | |
| ], | |
| "total_rooms": [ | |
| 1326.1608230285428, | |
| 1595.0, | |
| 3014.216090134003 | |
| ] | |
| }, | |
| "model": { | |
| "file": "hw4_mnar25_regressor_iter.pkl" | |
| }, | |
| "model_format": "pickle", | |
| "task": "tabular-regression" | |
| } | |
| } |