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pppereira3
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hw4_mnar25_regressor

Tabular Regression
Scikit-learn
skops
Model card Files Community
hw4_mnar25_regressor
File size: 2,240 Bytes 
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{
    "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": [
                NaN,
                NaN,
                NaN
            ],
            "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,
                NaN,
                NaN
            ],
            "total_bedrooms": [
                NaN,
                NaN,
                NaN
            ],
            "total_rooms": [
                NaN,
                1595.0,
                NaN
            ]
        },
        "model": {
            "file": "hw4_mnar25_regressor.pkl"
        },
        "model_format": "pickle",
        "task": "tabular-regression"
    }
}