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Alindstroem89
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stroke_predicting_model

Tabular Classification
Scikit-learn
skops
Model card Files Community
stroke_predicting_model
File size: 4,094 Bytes 
8857962
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
    "sklearn": {
        "columns": [
            "age",
            "avg_glucose_level",
            "bmi",
            "gender_Female",
            "gender_Male",
            "gender_Other",
            "hypertension_No",
            "hypertension_Yes",
            "heart_disease_No",
            "heart_disease_Yes",
            "ever_married_No",
            "ever_married_Yes",
            "work_type_Govt_job",
            "work_type_Never_worked",
            "work_type_Private",
            "work_type_Self-employed",
            "work_type_children",
            "Residence_type_Rural",
            "Residence_type_Urban",
            "smoking_status_Unknown",
            "smoking_status_formerly smoked",
            "smoking_status_never smoked",
            "smoking_status_smokes",
            "avg_glucose_level/bmi"
        ],
        "environment": [
            "scikit-learn=1.3.2"
        ],
        "example_input": {
            "Residence_type_Rural": [
                true,
                true,
                false
            ],
            "Residence_type_Urban": [
                false,
                false,
                true
            ],
            "age": [
                0.15771484375,
                0.7802734375,
                0.31640625
            ],
            "avg_glucose_level": [
                0.24563752192779986,
                0.3366263502908319,
                0.04413258240236362
            ],
            "avg_glucose_level/bmi": [
                0.35152096177583636,
                0.18922222093200816,
                0.12391183202584002
            ],
            "bmi": [
                0.10487444608567206,
                0.35007385524372225,
                0.1920236336779911
            ],
            "ever_married_No": [
                true,
                false,
                true
            ],
            "ever_married_Yes": [
                false,
                true,
                false
            ],
            "gender_Female": [
                false,
                true,
                false
            ],
            "gender_Male": [
                true,
                false,
                true
            ],
            "gender_Other": [
                false,
                false,
                false
            ],
            "heart_disease_No": [
                true,
                true,
                true
            ],
            "heart_disease_Yes": [
                false,
                false,
                false
            ],
            "hypertension_No": [
                true,
                true,
                true
            ],
            "hypertension_Yes": [
                false,
                false,
                false
            ],
            "smoking_status_Unknown": [
                false,
                false,
                false
            ],
            "smoking_status_formerly smoked": [
                false,
                false,
                false
            ],
            "smoking_status_never smoked": [
                true,
                false,
                false
            ],
            "smoking_status_smokes": [
                false,
                true,
                true
            ],
            "work_type_Govt_job": [
                false,
                false,
                false
            ],
            "work_type_Never_worked": [
                false,
                false,
                false
            ],
            "work_type_Private": [
                false,
                false,
                true
            ],
            "work_type_Self-employed": [
                false,
                true,
                false
            ],
            "work_type_children": [
                true,
                false,
                false
            ]
        },
        "model": {
            "file": "stroke_model.pkl"
        },
        "model_format": "pickle",
        "task": "tabular-classification",
        "use_intelex": false
    }
}