{
    "data_id": "46377",
    "name": "credit-approval",
    "exact_name": "credit-approval",
    "version": 3,
    "version_label": null,
    "description": "Finantial dataset for automl benchmark. Dataset 29 with target column class",
    "format": "arff",
    "uploader": "Sebastian Silva Ruiz",
    "uploader_id": 44331,
    "visibility": "public",
    "creator": "\"AutoML Benchmark\"",
    "contributor": "\"Sebastian Silva\"",
    "date": "2024-11-20 23:47:59",
    "update_comment": null,
    "last_update": "2024-11-20 23:47:59",
    "licence": "CC BY 4.0",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22120987\/dataset",
    "kaggle_url": null,
    "default_target_attribute": "class",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "credit-approval",
            "Finantial dataset for automl benchmark. Dataset 29 with target column class "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 690,
        "NumberOfFeatures": 16,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 55,
        "NumberOfInstancesWithMissingValues": 27,
        "NumberOfNumericFeatures": 6,
        "NumberOfSymbolicFeatures": 6,
        "PercentageOfBinaryFeatures": 6.25,
        "PercentageOfInstancesWithMissingValues": 3.91304347826087,
        "PercentageOfMissingValues": 0.4981884057971014,
        "AutoCorrelation": 0.9782293178519593,
        "PercentageOfNumericFeatures": 37.5,
        "Dimensionality": 0.02318840579710145,
        "PercentageOfSymbolicFeatures": 37.5,
        "MajorityClassPercentage": 55.507246376811594,
        "MajorityClassSize": 383,
        "MinorityClassPercentage": 44.492753623188406,
        "MinorityClassSize": 307,
        "NumberOfBinaryFeatures": 1
    },
    "tags": [],
    "features": [
        {
            "name": "class",
            "index": "0",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "+",
                    "-"
                ],
                [
                    [
                        "307",
                        "0"
                    ],
                    [
                        "0",
                        "383"
                    ]
                ]
            ]
        },
        {
            "name": "a1",
            "index": "1",
            "type": "string",
            "distinct": "3",
            "missing": "0"
        },
        {
            "name": "a2",
            "index": "2",
            "type": "numeric",
            "distinct": "349",
            "missing": "12",
            "min": "14",
            "max": "80",
            "mean": "32",
            "stdev": "12"
        },
        {
            "name": "a3",
            "index": "3",
            "type": "numeric",
            "distinct": "215",
            "missing": "0",
            "min": "0",
            "max": "28",
            "mean": "5",
            "stdev": "5"
        },
        {
            "name": "a4",
            "index": "4",
            "type": "nominal",
            "distinct": "3",
            "missing": "6",
            "distr": [
                [
                    "u",
                    "y",
                    "l",
                    "t"
                ],
                [
                    [
                        "256",
                        "263"
                    ],
                    [
                        "45",
                        "118"
                    ],
                    [
                        "2",
                        "0"
                    ],
                    [
                        "0",
                        "0"
                    ]
                ]
            ]
        },
        {
            "name": "a5",
            "index": "5",
            "type": "nominal",
            "distinct": "3",
            "missing": "6",
            "distr": [
                [
                    "g",
                    "p",
                    "gg"
                ],
                [
                    [
                        "256",
                        "263"
                    ],
                    [
                        "45",
                        "118"
                    ],
                    [
                        "2",
                        "0"
                    ]
                ]
            ]
        },
        {
            "name": "a6",
            "index": "6",
            "type": "nominal",
            "distinct": "14",
            "missing": "9",
            "distr": [
                [
                    "c",
                    "d",
                    "cc",
                    "i",
                    "j",
                    "k",
                    "m",
                    "r",
                    "q",
                    "w",
                    "x",
                    "e",
                    "aa",
                    "ff"
                ],
                [
                    [
                        "62",
                        "75"
                    ],
                    [
                        "7",
                        "23"
                    ],
                    [
                        "29",
                        "12"
                    ],
                    [
                        "14",
                        "45"
                    ],
                    [
                        "3",
                        "7"
                    ],
                    [
                        "14",
                        "37"
                    ],
                    [
                        "16",
                        "22"
                    ],
                    [
                        "2",
                        "1"
                    ],
                    [
                        "51",
                        "27"
                    ],
                    [
                        "33",
                        "31"
                    ],
                    [
                        "32",
                        "6"
                    ],
                    [
                        "14",
                        "11"
                    ],
                    [
                        "19",
                        "35"
                    ],
                    [
                        "7",
                        "46"
                    ]
                ]
            ]
        },
        {
            "name": "a7",
            "index": "7",
            "type": "nominal",
            "distinct": "9",
            "missing": "9",
            "distr": [
                [
                    "v",
                    "h",
                    "bb",
                    "j",
                    "n",
                    "z",
                    "dd",
                    "ff",
                    "o"
                ],
                [
                    [
                        "169",
                        "230"
                    ],
                    [
                        "87",
                        "51"
                    ],
                    [
                        "25",
                        "34"
                    ],
                    [
                        "3",
                        "5"
                    ],
                    [
                        "2",
                        "2"
                    ],
                    [
                        "6",
                        "2"
                    ],
                    [
                        "2",
                        "4"
                    ],
                    [
                        "8",
                        "49"
                    ],
                    [
                        "1",
                        "1"
                    ]
                ]
            ]
        },
        {
            "name": "a8",
            "index": "8",
            "type": "numeric",
            "distinct": "132",
            "missing": "0",
            "min": "0",
            "max": "29",
            "mean": "2",
            "stdev": "3"
        },
        {
            "name": "a9",
            "index": "9",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "a10",
            "index": "10",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "a11",
            "index": "11",
            "type": "numeric",
            "distinct": "23",
            "missing": "0",
            "min": "0",
            "max": "67",
            "mean": "2",
            "stdev": "5"
        },
        {
            "name": "a12",
            "index": "12",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "a13",
            "index": "13",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": [
                [
                    "g",
                    "p",
                    "s"
                ],
                [
                    [
                        "287",
                        "338"
                    ],
                    [
                        "5",
                        "3"
                    ],
                    [
                        "15",
                        "42"
                    ]
                ]
            ]
        },
        {
            "name": "a14",
            "index": "14",
            "type": "numeric",
            "distinct": "170",
            "missing": "13",
            "min": "0",
            "max": "2000",
            "mean": "184",
            "stdev": "174"
        },
        {
            "name": "a15",
            "index": "15",
            "type": "numeric",
            "distinct": "240",
            "missing": "0",
            "min": "0",
            "max": "100000",
            "mean": "1017",
            "stdev": "5210"
        }
    ],
    "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
}