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BenjaminB
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example-california-housing

Tabular Regression
Scikit-learn
skops
Model card Files Community
example-california-housing
File size: 1,576 Bytes 
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{
    "sklearn": {
        "columns": [
            "MedInc",
            "HouseAge",
            "AveRooms",
            "AveBedrms",
            "Population",
            "AveOccup",
            "Latitude",
            "Longitude"
        ],
        "environment": [
            "scikit-learn==1.2.0",
            "pandas==1.5.3",
            "skops==0.6.dev0"
        ],
        "example_input": {
            "AveBedrms": [
                0.9290780141843972,
                0.9458483754512635,
                1.087360594795539
            ],
            "AveOccup": [
                3.1134751773049647,
                3.0613718411552346,
                3.2657992565055762
            ],
            "AveRooms": [
                6.304964539007092,
                6.945848375451264,
                3.8884758364312266
            ],
            "HouseAge": [
                17.0,
                15.0,
                24.0
            ],
            "Latitude": [
                34.23,
                36.84,
                34.04
            ],
            "Longitude": [
                -117.41,
                -119.77,
                -118.3
            ],
            "MedInc": [
                6.1426,
                5.3886,
                1.7109
            ],
            "Population": [
                439.0,
                848.0,
                1757.0
            ]
        },
        "model": {
            "file": "model.skops"
        },
        "model_format": "skops",
        "task": "tabular-regression",
        "use_intelex": false
    }
}