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pppereira3
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hw4_baseline_regressor

Tabular Regression
Scikit-learn
skops
Model card Files Community
hw4_baseline_regressor
File size: 2,269 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": [
                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"
    }
}