{
    "data_id": "45023",
    "name": "heloc",
    "exact_name": "heloc",
    "version": 1,
    "version_label": null,
    "description": "Dataset used in the tabular data benchmark https:\/\/github.com\/LeoGrin\/tabular-benchmark, transformed in the same way. This dataset belongs to the \"classification on numerical features\" benchmark.\n        Original source: https:\/\/www.kaggle.com\/datasets\/averkiyoliabev\/home-equity-line-of-creditheloc?select=heloc_dataset_v1+%281%29.csv Please give credit to the original source if you use this dataset.",
    "format": "arff",
    "uploader": "Leo Grin",
    "uploader_id": 26324,
    "visibility": "public",
    "creator": "\"See source\"",
    "contributor": "\"Leo Grin\"",
    "date": "2023-01-03 16:12:52",
    "update_comment": null,
    "last_update": "2023-01-03 16:12:52",
    "licence": "See source",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22111909\/dataset",
    "default_target_attribute": "RiskPerformance",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "heloc",
            "Dataset used in the tabular data benchmark https:\/\/github.com\/LeoGrin\/tabular-benchmark, transformed in the same way. This dataset belongs to the \"classification on numerical features\" benchmark. Original source: https:\/\/www.kaggle.com\/datasets\/averkiyoliabev\/home-equity-line-of-creditheloc?select=heloc_dataset_v1+%281%29.csv Please give credit to the original source if you use this dataset. "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 10000,
        "NumberOfFeatures": 23,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 22,
        "NumberOfSymbolicFeatures": 1,
        "NumberOfBinaryFeatures": 1,
        "PercentageOfBinaryFeatures": 4.3478260869565215,
        "PercentageOfInstancesWithMissingValues": 0,
        "AutoCorrelation": 0.9998999899989999,
        "PercentageOfMissingValues": 0,
        "Dimensionality": 0.0023,
        "PercentageOfNumericFeatures": 95.65217391304348,
        "MajorityClassPercentage": 50,
        "PercentageOfSymbolicFeatures": 4.3478260869565215,
        "MajorityClassSize": 5000,
        "MinorityClassPercentage": 50,
        "MinorityClassSize": 5000
    },
    "tags": [
        {
            "uploader": "38960",
            "tag": "Machine Learning"
        }
    ],
    "features": [
        {
            "name": "RiskPerformance",
            "index": "22",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "0",
                    "1"
                ],
                [
                    [
                        "5000",
                        "0"
                    ],
                    [
                        "0",
                        "5000"
                    ]
                ]
            ]
        },
        {
            "name": "ExternalRiskEstimate",
            "index": "0",
            "type": "numeric",
            "distinct": "61",
            "missing": "0",
            "min": "-9",
            "max": "94",
            "mean": "68",
            "stdev": "21"
        },
        {
            "name": "MSinceOldestTradeOpen",
            "index": "1",
            "type": "numeric",
            "distinct": "526",
            "missing": "0",
            "min": "-9",
            "max": "803",
            "mean": "185",
            "stdev": "110"
        },
        {
            "name": "MSinceMostRecentTradeOpen",
            "index": "2",
            "type": "numeric",
            "distinct": "111",
            "missing": "0",
            "min": "-9",
            "max": "383",
            "mean": "9",
            "stdev": "13"
        },
        {
            "name": "AverageMInFile",
            "index": "3",
            "type": "numeric",
            "distinct": "237",
            "missing": "0",
            "min": "-9",
            "max": "383",
            "mean": "74",
            "stdev": "39"
        },
        {
            "name": "NumSatisfactoryTrades",
            "index": "4",
            "type": "numeric",
            "distinct": "74",
            "missing": "0",
            "min": "-9",
            "max": "79",
            "mean": "20",
            "stdev": "13"
        },
        {
            "name": "NumTrades60Ever2DerogPubRec",
            "index": "5",
            "type": "numeric",
            "distinct": "19",
            "missing": "0",
            "min": "-9",
            "max": "19",
            "mean": "0",
            "stdev": "2"
        },
        {
            "name": "NumTrades90Ever2DerogPubRec",
            "index": "6",
            "type": "numeric",
            "distinct": "17",
            "missing": "0",
            "min": "-9",
            "max": "19",
            "mean": "0",
            "stdev": "2"
        },
        {
            "name": "PercentTradesNeverDelq",
            "index": "7",
            "type": "numeric",
            "distinct": "72",
            "missing": "0",
            "min": "-9",
            "max": "100",
            "mean": "87",
            "stdev": "26"
        },
        {
            "name": "MSinceMostRecentDelq",
            "index": "8",
            "type": "numeric",
            "distinct": "87",
            "missing": "0",
            "min": "-9",
            "max": "83",
            "mean": "7",
            "stdev": "21"
        },
        {
            "name": "MaxDelq2PublicRecLast12M",
            "index": "9",
            "type": "numeric",
            "distinct": "10",
            "missing": "0",
            "min": "-9",
            "max": "9",
            "mean": "5",
            "stdev": "4"
        },
        {
            "name": "NumTotalTrades",
            "index": "10",
            "type": "numeric",
            "distinct": "88",
            "missing": "0",
            "min": "-9",
            "max": "104",
            "mean": "21",
            "stdev": "15"
        },
        {
            "name": "NumTradesOpeninLast12M",
            "index": "11",
            "type": "numeric",
            "distinct": "19",
            "missing": "0",
            "min": "-9",
            "max": "19",
            "mean": "1",
            "stdev": "3"
        },
        {
            "name": "PercentInstallTrades",
            "index": "12",
            "type": "numeric",
            "distinct": "95",
            "missing": "0",
            "min": "-9",
            "max": "100",
            "mean": "32",
            "stdev": "20"
        },
        {
            "name": "MSinceMostRecentInqexcl7days",
            "index": "13",
            "type": "numeric",
            "distinct": "28",
            "missing": "0",
            "min": "-9",
            "max": "24",
            "mean": "0",
            "stdev": "6"
        },
        {
            "name": "NumInqLast6M",
            "index": "14",
            "type": "numeric",
            "distinct": "26",
            "missing": "0",
            "min": "-9",
            "max": "66",
            "mean": "1",
            "stdev": "3"
        },
        {
            "name": "NumInqLast6Mexcl7days",
            "index": "15",
            "type": "numeric",
            "distinct": "26",
            "missing": "0",
            "min": "-9",
            "max": "66",
            "mean": "1",
            "stdev": "3"
        },
        {
            "name": "NetFractionRevolvingBurden",
            "index": "16",
            "type": "numeric",
            "distinct": "127",
            "missing": "0",
            "min": "-9",
            "max": "232",
            "mean": "31",
            "stdev": "30"
        },
        {
            "name": "NetFractionInstallBurden",
            "index": "17",
            "type": "numeric",
            "distinct": "139",
            "missing": "0",
            "min": "-9",
            "max": "471",
            "mean": "39",
            "stdev": "42"
        },
        {
            "name": "NumRevolvingTradesWBalance",
            "index": "18",
            "type": "numeric",
            "distinct": "31",
            "missing": "0",
            "min": "-9",
            "max": "32",
            "mean": "3",
            "stdev": "4"
        },
        {
            "name": "NumInstallTradesWBalance",
            "index": "19",
            "type": "numeric",
            "distinct": "20",
            "missing": "0",
            "min": "-9",
            "max": "23",
            "mean": "1",
            "stdev": "4"
        },
        {
            "name": "NumBank2NatlTradesWHighUtilization",
            "index": "20",
            "type": "numeric",
            "distinct": "19",
            "missing": "0",
            "min": "-9",
            "max": "18",
            "mean": "0",
            "stdev": "3"
        },
        {
            "name": "PercentTradesWBalance",
            "index": "21",
            "type": "numeric",
            "distinct": "94",
            "missing": "0",
            "min": "-9",
            "max": "100",
            "mean": "62",
            "stdev": "28"
        }
    ],
    "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
}