{
    "data_id": "45135",
    "name": "child_4",
    "exact_name": "child_4",
    "version": 1,
    "version_label": null,
    "description": "**Child Bayesian Network. Sample 4.**\n\nbnlearn Bayesian Network Repository reference: [URL](https:\/\/www.bnlearn.com\/bnrepository\/discrete-medium.html#child)\n\n- Number of nodes: 20\n\n- Number of arcs: 25\n\n- Number of parameters: 230\n\n- Average Markov blanket size: 3\n\n- Average degree: 2.5\n\n- Maximum in-degree: 2\n\n**Authors**: David J. Spiegelhalter, A. Philip Dawid, Steffen L. Lauritzen and Robert G. Cowell\n\n**Please cite**: ([URL](https:\/\/cse.sc.edu\/~mgv\/csce582sp21\/links\/SDLC_CHILD_1993.pdf)): D. J. Spiegelhalter, R. G. Cowell (1992). Learning in probabilistic expert systems. In Bayesian Statistics 4 (J. M. Bernardo, J. 0. Berger, A. P. Dawid and A. F. M. Smith, eds.), 447-466. Clarendon Press, Oxford.",
    "format": "arff",
    "uploader": "Pablo Torrijos Arenas",
    "uploader_id": 33148,
    "visibility": "public",
    "creator": "\"David J. Spiegelhalter, A. Philip Dawid, Steffen L. Lauritzen and Robert G. Cowell\"",
    "contributor": "\"OpenML\"",
    "date": "2023-04-26 16:39:19",
    "update_comment": null,
    "last_update": "2023-04-26 16:39:19",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22115797\/dataset",
    "kaggle_url": null,
    "default_target_attribute": null,
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "child_4",
            "bnlearn Bayesian Network Repository reference: [URL](https:\/\/www.bnlearn.com\/bnrepository\/discrete-medium.html#child) - Number of nodes: 20 - Number of arcs: 25 - Number of parameters: 230 - Average Markov blanket size: 3 - Average degree: 2.5 - Maximum in-degree: 2 "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 5000,
        "NumberOfFeatures": 20,
        "NumberOfClasses": null,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 0,
        "NumberOfSymbolicFeatures": 0,
        "PercentageOfBinaryFeatures": 0,
        "PercentageOfInstancesWithMissingValues": 0,
        "PercentageOfMissingValues": 0,
        "AutoCorrelation": null,
        "PercentageOfNumericFeatures": 0,
        "Dimensionality": 0.004,
        "PercentageOfSymbolicFeatures": 0,
        "MajorityClassPercentage": null,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 0
    },
    "tags": [
        {
            "uploader": "33148",
            "tag": "bnlearn"
        },
        {
            "uploader": "33148",
            "tag": "child"
        },
        {
            "uploader": "38960",
            "tag": "Data Science"
        },
        {
            "uploader": "38960",
            "tag": "Education"
        },
        {
            "uploader": "38960",
            "tag": "Machine Learning"
        },
        {
            "uploader": "33148",
            "tag": "sample"
        }
    ],
    "features": [
        {
            "name": "HypDistrib",
            "index": "0",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "DuctFlow",
            "index": "1",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "CardiacMixing",
            "index": "2",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "Disease",
            "index": "3",
            "type": "string",
            "distinct": "6",
            "missing": "0"
        },
        {
            "name": "LungFlow",
            "index": "4",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "CO2Report",
            "index": "5",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "HypoxiaInO2",
            "index": "6",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "XrayReport",
            "index": "7",
            "type": "string",
            "distinct": "5",
            "missing": "0"
        },
        {
            "name": "Age",
            "index": "8",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "LVH",
            "index": "9",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "LowerBodyO2",
            "index": "10",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "CO2",
            "index": "11",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "ChestXray",
            "index": "12",
            "type": "string",
            "distinct": "5",
            "missing": "0"
        },
        {
            "name": "LVHreport",
            "index": "13",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "BirthAsphyxia",
            "index": "14",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "GruntingReport",
            "index": "15",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "Grunting",
            "index": "16",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "Sick",
            "index": "17",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "LungParench",
            "index": "18",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "RUQO2",
            "index": "19",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        }
    ],
    "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
}