config.json

{
    "sklearn": {
        "columns": [
            "Patient Id",
            "Age",
            "Total cholesterol",
            "HDL",
            "LDL",
            "VLDL",
            "TRIGLYCERIDES",
            "before glycemic control random blood sugar",
            "before glycemic control HbA1c",
            "alcohol consumption",
            "family_history_diabetes",
            "Gender_FEMALE",
            "Gender_MALE",
            "dietary habits_non-vegetarian",
            "dietary habits_non-vegetarian ",
            "dietary habits_vegetarian",
            "smoking status_no",
            "smoking status_yes",
            "family_history_cardiovascular_disease_no",
            "family_history_cardiovascular_disease_yes",
            "binary_status"
        ],
        "environment": [
            "xgboost",
            "scikit-learn",
            "numpy"
        ],
        "example_input": {
            "Age": [
                37,
                40,
                40
            ],
            "Gender_FEMALE": [
                false,
                false,
                true
            ],
            "Gender_MALE": [
                true,
                true,
                false
            ],
            "HDL": [
                80,
                50,
                40
            ],
            "LDL": [
                160,
                135,
                188
            ],
            "Patient Id": [
                1,
                2,
                3
            ],
            "TRIGLYCERIDES": [
                190.0,
                180.0,
                160.0
            ],
            "Total cholesterol": [
                380,
                250,
                280
            ],
            "VLDL": [
                85.0,
                45.0,
                45.0
            ],
            "alcohol consumption": [
                0.0,
                0.0,
                0.0
            ],
            "before glycemic control HbA1c": [
                5.2,
                5.2,
                5.6
            ],
            "before glycemic control random blood sugar": [
                128.0,
                120.0,
                100.0
            ],
            "binary_status": [
                1,
                1,
                1
            ],
            "dietary habits_non-vegetarian": [
                false,
                true,
                true
            ],
            "dietary habits_non-vegetarian ": [
                true,
                false,
                false
            ],
            "dietary habits_vegetarian": [
                false,
                false,
                false
            ],
            "family_history_cardiovascular_disease_no": [
                false,
                true,
                false
            ],
            "family_history_cardiovascular_disease_yes": [
                true,
                false,
                true
            ],
            "family_history_diabetes": [
                0.0,
                0.0,
                0.0
            ],
            "smoking status_no": [
                true,
                true,
                true
            ],
            "smoking status_yes": [
                false,
                false,
                false
            ]
        },
        "model": {
            "file": "model.pkl"
        },
        "model_format": "pickle",
        "task": "tabular-classification"
    }
}