{
    "data_id": "45109",
    "name": "alarm_0",
    "exact_name": "alarm_0",
    "version": 1,
    "version_label": null,
    "description": "**Alarm Bayesian Network. Sample 0.**\n\nbnlearn Bayesian Network Repository reference: [URL](https:\/\/www.bnlearn.com\/bnrepository\/discrete-medium.html#alarm)\n\n- Number of nodes: 37\n\n- Number of arcs: 46\n\n- Number of parameters: 509\n\n- Average Markov blanket size: 3.51\n\n- Average degree: 2.49\n\n- Maximum in-degree: 4\n\n**Authors**: I. A. Beinlich, H. J. Suermondt, R. M. Chavez, and G. F. Cooper\n\n**Please cite**: ([URL](https:\/\/doi.org\/10.1007\/978-3-642-93437-7_28)): I. A. Beinlich, H. J. Suermondt, R. M. Chavez, and G. F. Cooper. The ALARM Monitoring System: A Case Study with Two Probabilistic Inference Techniques for Belief Networks. In Proceedings of the 2nd European Conference on Artificial Intelligence in Medicine, pages 247-256. Springer-Verlag, 1989.",
    "format": "arff",
    "uploader": "Pablo Torrijos Arenas",
    "uploader_id": 33148,
    "visibility": "public",
    "creator": "\"I. A. Beinlich, H. J. Suermondt, R. M. Chavez, and G. F. Cooper\"",
    "contributor": "\"OpenML\"",
    "date": "2023-04-26 16:05:46",
    "update_comment": null,
    "last_update": "2023-04-26 16:05:46",
    "licence": "Public",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22115771\/dataset",
    "default_target_attribute": null,
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "alarm_0",
            "bnlearn Bayesian Network Repository reference: [URL](https:\/\/www.bnlearn.com\/bnrepository\/discrete-medium.html#alarm) - Number of nodes: 37 - Number of arcs: 46 - Number of parameters: 509 - Average Markov blanket size: 3.51 - Average degree: 2.49 - Maximum in-degree: 4 "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 5000,
        "NumberOfFeatures": 37,
        "NumberOfClasses": null,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 0,
        "NumberOfSymbolicFeatures": 10,
        "MinorityClassSize": null,
        "NumberOfBinaryFeatures": 10,
        "PercentageOfBinaryFeatures": 27.027027027027028,
        "PercentageOfInstancesWithMissingValues": 0,
        "AutoCorrelation": null,
        "PercentageOfMissingValues": 0,
        "Dimensionality": 0.0074,
        "PercentageOfNumericFeatures": 0,
        "MajorityClassPercentage": null,
        "PercentageOfSymbolicFeatures": 27.027027027027028,
        "MajorityClassSize": null,
        "MinorityClassPercentage": null
    },
    "tags": [
        {
            "uploader": "33148",
            "tag": "alarm"
        },
        {
            "uploader": "33148",
            "tag": "bnlearn"
        },
        {
            "uploader": "38960",
            "tag": "Life Science"
        },
        {
            "uploader": "38960",
            "tag": "Machine Learning"
        },
        {
            "uploader": "33148",
            "tag": "sample"
        }
    ],
    "features": [
        {
            "name": "DISCONNECT",
            "index": "0",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "INSUFFANESTH",
            "index": "1",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "PAP",
            "index": "2",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "HISTORY",
            "index": "3",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "ARTCO2",
            "index": "4",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "ERRCAUTER",
            "index": "5",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "HRBP",
            "index": "6",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "PRESS",
            "index": "7",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "FIO2",
            "index": "8",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "BP",
            "index": "9",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "VENTMACH",
            "index": "10",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "VENTTUBE",
            "index": "11",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "CATECHOL",
            "index": "12",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "CO",
            "index": "13",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "INTUBATION",
            "index": "14",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "ERRLOWOUTPUT",
            "index": "15",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "PCWP",
            "index": "16",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "MINVOLSET",
            "index": "17",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "TPR",
            "index": "18",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "CVP",
            "index": "19",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "VENTLUNG",
            "index": "20",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "ANAPHYLAXIS",
            "index": "21",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "PVSAT",
            "index": "22",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "MINVOL",
            "index": "23",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "EXPCO2",
            "index": "24",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "HRSAT",
            "index": "25",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "LVFAILURE",
            "index": "26",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "HYPOVOLEMIA",
            "index": "27",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "HREKG",
            "index": "28",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "LVEDVOLUME",
            "index": "29",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "SAO2",
            "index": "30",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "PULMEMBOLUS",
            "index": "31",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "HR",
            "index": "32",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "VENTALV",
            "index": "33",
            "type": "string",
            "distinct": "4",
            "missing": "0"
        },
        {
            "name": "STROKEVOLUME",
            "index": "34",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "KINKEDTUBE",
            "index": "35",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "distr": []
        },
        {
            "name": "SHUNT",
            "index": "36",
            "type": "string",
            "distinct": "2",
            "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
}