{
    "data_id": "43321",
    "name": "DiabetesDataset2019",
    "exact_name": "DiabetesDataset2019",
    "version": 1,
    "version_label": "v1.0",
    "description": "ContextThisdatasetwascollectedbyNehaPrernaTiggaandDrShrutiGargoftheDepartmentofComputerScienceandEngineeringBITMesraRanchi835215forresearchnoncommercialpurposesonlyAnarticleisalsopublishedimplementingthisdatasetFormoreinformationandcitationofthisdatasetpleasereferTiggaNPGargS2020PredictionofType2DiabetesusingMachineLearningClassificationMethodsProcediaComputerScience167706716DOIhttpsdoiorg101016jprocs202003336ContentThereisatotalof952instanceswith17independentpredictorvariablesandonebinarytargetordependentvariableDiabetesAcknowledgementsWewouldliketothankalltheparticipantswhocontributedtowardsthebuildingofthisdatasetInspirationTobuildamachinelearningalgorithmtopredictifapersonhasdiabetesornot",
    "format": "arff",
    "uploader": "Dustin Carrion",
    "uploader_id": 30123,
    "visibility": "public",
    "creator": null,
    "contributor": null,
    "date": "2022-03-23 10:29:55",
    "update_comment": null,
    "last_update": "2022-03-23 10:29:55",
    "licence": "Attribution40InternationalCCBY40",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/22102146\/dataset",
    "default_target_attribute": null,
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "DiabetesDataset2019",
            "ContextThisdatasetwascollectedbyNehaPrernaTiggaandDrShrutiGargoftheDepartmentofComputerScienceandEngineeringBITMesraRanchi835215forresearchnoncommercialpurposesonlyAnarticleisalsopublishedimplementingthisdatasetFormoreinformationandcitationofthisdatasetpleasereferTiggaNPGargS2020PredictionofType2DiabetesusingMachineLearningClassificationMethodsProcediaComputerScience167706716DOIhttpsdoiorg101016jprocs202003336ContentThereisatotalof952instanceswith17independentpredictorvariablesandonebinarytarget "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 952,
        "NumberOfFeatures": 18,
        "NumberOfClasses": null,
        "NumberOfMissingValues": 48,
        "NumberOfInstancesWithMissingValues": 47,
        "NumberOfNumericFeatures": 4,
        "NumberOfSymbolicFeatures": 0,
        "Dimensionality": 0.018907563025210083,
        "PercentageOfNumericFeatures": 22.22222222222222,
        "MajorityClassPercentage": null,
        "PercentageOfSymbolicFeatures": 0,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 0,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 4.936974789915967,
        "AutoCorrelation": null,
        "PercentageOfMissingValues": 0.2801120448179272
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Computer Systems"
        },
        {
            "uploader": "38960",
            "tag": "Machine Learning"
        }
    ],
    "features": [
        {
            "name": "Age",
            "index": "0",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "Gender",
            "index": "1",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "Family_Diabetes",
            "index": "2",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "highBP",
            "index": "3",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "PhysicallyActive",
            "index": "4",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "BMI",
            "index": "5",
            "type": "numeric",
            "distinct": "26",
            "missing": "4",
            "min": "15",
            "max": "45",
            "mean": "26",
            "stdev": "5"
        },
        {
            "name": "Smoking",
            "index": "6",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "Alcohol",
            "index": "7",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "Sleep",
            "index": "8",
            "type": "numeric",
            "distinct": "8",
            "missing": "0",
            "min": "4",
            "max": "11",
            "mean": "7",
            "stdev": "1"
        },
        {
            "name": "SoundSleep",
            "index": "9",
            "type": "numeric",
            "distinct": "12",
            "missing": "0",
            "min": "0",
            "max": "11",
            "mean": "5",
            "stdev": "2"
        },
        {
            "name": "RegularMedicine",
            "index": "10",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "JunkFood",
            "index": "11",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "Stress",
            "index": "12",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "BPLevel",
            "index": "13",
            "type": "string",
            "distinct": "6",
            "missing": "0"
        },
        {
            "name": "Pregancies",
            "index": "14",
            "type": "numeric",
            "distinct": "5",
            "missing": "42",
            "min": "0",
            "max": "4",
            "mean": "0",
            "stdev": "1"
        },
        {
            "name": "Pdiabetes",
            "index": "15",
            "type": "string",
            "distinct": "3",
            "missing": "1"
        },
        {
            "name": "UriationFreq",
            "index": "16",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "Diabetic",
            "index": "17",
            "type": "string",
            "distinct": "3",
            "missing": "1"
        }
    ],
    "nr_of_issues": 0,
    "nr_of_downvotes": 0,
    "nr_of_likes": 0,
    "nr_of_downloads": 0,
    "total_downloads": 0,
    "reach": 0,
    "reuse": 0,
    "impact_of_reuse": 0,
    "reach_of_reuse": 0,
    "impact": 0
}