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my-awesome-churn-model

Tabular Classification
Scikit-learn
skops
Model card Files Community
my-awesome-churn-model
File size: 3,006 Bytes 
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{
    "sklearn": {
        "columns": [
            "gender",
            "SeniorCitizen",
            "Partner",
            "Dependents",
            "tenure",
            "PhoneService",
            "MultipleLines",
            "InternetService",
            "OnlineSecurity",
            "OnlineBackup",
            "DeviceProtection",
            "TechSupport",
            "StreamingTV",
            "StreamingMovies",
            "Contract",
            "PaperlessBilling",
            "PaymentMethod",
            "MonthlyCharges",
            "TotalCharges"
        ],
        "environment": [
            "scikit-learn=1.1.1"
        ],
        "example_input": {
            "Contract": [
                "Two year",
                "Month-to-month",
                "One year"
            ],
            "Dependents": [
                "Yes",
                "No",
                "No"
            ],
            "DeviceProtection": [
                "No",
                "No",
                "Yes"
            ],
            "InternetService": [
                "Fiber optic",
                "Fiber optic",
                "DSL"
            ],
            "MonthlyCharges": [
                79.05,
                84.95,
                68.8
            ],
            "MultipleLines": [
                "Yes",
                "Yes",
                "Yes"
            ],
            "OnlineBackup": [
                "No",
                "No",
                "Yes"
            ],
            "OnlineSecurity": [
                "Yes",
                "No",
                "Yes"
            ],
            "PaperlessBilling": [
                "No",
                "Yes",
                "No"
            ],
            "Partner": [
                "Yes",
                "Yes",
                "No"
            ],
            "PaymentMethod": [
                "Bank transfer (automatic)",
                "Electronic check",
                "Bank transfer (automatic)"
            ],
            "PhoneService": [
                "Yes",
                "Yes",
                "Yes"
            ],
            "SeniorCitizen": [
                0,
                0,
                0
            ],
            "StreamingMovies": [
                "No",
                "No",
                "No"
            ],
            "StreamingTV": [
                "No",
                "Yes",
                "No"
            ],
            "TechSupport": [
                "No",
                "No",
                "Yes"
            ],
            "TotalCharges": [
                5730.7,
                1378.25,
                4111.35
            ],
            "gender": [
                "Female",
                "Female",
                "Male"
            ],
            "tenure": [
                72,
                16,
                63
            ]
        },
        "model": {
            "file": "example.pkl"
        },
        "task": "tabular-classification"
    }
}