{
    "data_id": "46378",
    "name": "credit-g",
    "exact_name": "credit-g",
    "version": 4,
    "version_label": null,
    "description": "Finantial dataset for automl benchmark. Dataset 31 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 23:48:40",
    "update_comment": null,
    "last_update": "2024-11-20 23:48:40",
    "licence": "CC BY 4.0",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22120988\/dataset",
    "default_target_attribute": "class",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "credit-g",
            "Finantial dataset for automl benchmark. Dataset 31 with target column class "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 1000,
        "NumberOfFeatures": 21,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 0,
        "NumberOfInstancesWithMissingValues": 0,
        "NumberOfNumericFeatures": 6,
        "NumberOfSymbolicFeatures": 12,
        "PercentageOfBinaryFeatures": 4.761904761904762,
        "PercentageOfInstancesWithMissingValues": 0,
        "AutoCorrelation": 0.5695695695695696,
        "PercentageOfMissingValues": 0,
        "Dimensionality": 0.021,
        "PercentageOfNumericFeatures": 28.57142857142857,
        "MajorityClassPercentage": 70,
        "PercentageOfSymbolicFeatures": 57.14285714285714,
        "MajorityClassSize": 700,
        "MinorityClassPercentage": 30,
        "MinorityClassSize": 300,
        "NumberOfBinaryFeatures": 1
    },
    "tags": [],
    "features": [
        {
            "name": "class",
            "index": "0",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "good",
                    "bad"
                ],
                [
                    [
                        "700",
                        "0"
                    ],
                    [
                        "0",
                        "300"
                    ]
                ]
            ]
        },
        {
            "name": "checking_status",
            "index": "1",
            "type": "nominal",
            "distinct": "4",
            "missing": "0",
            "distr": [
                [
                    "<0",
                    "0<=X<200",
                    ">=200",
                    "no checking"
                ],
                [
                    [
                        "139",
                        "135"
                    ],
                    [
                        "164",
                        "105"
                    ],
                    [
                        "49",
                        "14"
                    ],
                    [
                        "348",
                        "46"
                    ]
                ]
            ]
        },
        {
            "name": "duration",
            "index": "2",
            "type": "numeric",
            "distinct": "33",
            "missing": "0",
            "min": "4",
            "max": "72",
            "mean": "21",
            "stdev": "12"
        },
        {
            "name": "credit_history",
            "index": "3",
            "type": "nominal",
            "distinct": "5",
            "missing": "0",
            "distr": [
                [
                    "no credits\/all paid",
                    "all paid",
                    "existing paid",
                    "delayed previously",
                    "critical\/other existing credit"
                ],
                [
                    [
                        "15",
                        "25"
                    ],
                    [
                        "21",
                        "28"
                    ],
                    [
                        "361",
                        "169"
                    ],
                    [
                        "60",
                        "28"
                    ],
                    [
                        "243",
                        "50"
                    ]
                ]
            ]
        },
        {
            "name": "purpose",
            "index": "4",
            "type": "nominal",
            "distinct": "10",
            "missing": "0",
            "distr": [
                [
                    "new car",
                    "used car",
                    "furniture\/equipment",
                    "radio\/tv",
                    "domestic appliance",
                    "repairs",
                    "education",
                    "vacation",
                    "retraining",
                    "business",
                    "other"
                ],
                [
                    [
                        "145",
                        "89"
                    ],
                    [
                        "86",
                        "17"
                    ],
                    [
                        "123",
                        "58"
                    ],
                    [
                        "218",
                        "62"
                    ],
                    [
                        "8",
                        "4"
                    ],
                    [
                        "14",
                        "8"
                    ],
                    [
                        "28",
                        "22"
                    ],
                    [
                        "0",
                        "0"
                    ],
                    [
                        "8",
                        "1"
                    ],
                    [
                        "63",
                        "34"
                    ],
                    [
                        "7",
                        "5"
                    ]
                ]
            ]
        },
        {
            "name": "credit_amount",
            "index": "5",
            "type": "numeric",
            "distinct": "921",
            "missing": "0",
            "min": "250",
            "max": "18424",
            "mean": "3271",
            "stdev": "2823"
        },
        {
            "name": "savings_status",
            "index": "6",
            "type": "nominal",
            "distinct": "5",
            "missing": "0",
            "distr": [
                [
                    "<100",
                    "100<=X<500",
                    "500<=X<1000",
                    ">=1000",
                    "no known savings"
                ],
                [
                    [
                        "386",
                        "217"
                    ],
                    [
                        "69",
                        "34"
                    ],
                    [
                        "52",
                        "11"
                    ],
                    [
                        "42",
                        "6"
                    ],
                    [
                        "151",
                        "32"
                    ]
                ]
            ]
        },
        {
            "name": "employment",
            "index": "7",
            "type": "nominal",
            "distinct": "5",
            "missing": "0",
            "distr": [
                [
                    "unemployed",
                    "<1",
                    "1<=X<4",
                    "4<=X<7",
                    ">=7"
                ],
                [
                    [
                        "39",
                        "23"
                    ],
                    [
                        "102",
                        "70"
                    ],
                    [
                        "235",
                        "104"
                    ],
                    [
                        "135",
                        "39"
                    ],
                    [
                        "189",
                        "64"
                    ]
                ]
            ]
        },
        {
            "name": "installment_commitment",
            "index": "8",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "1",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "personal_status",
            "index": "9",
            "type": "nominal",
            "distinct": "4",
            "missing": "0",
            "distr": [
                [
                    "male div\/sep",
                    "female div\/dep\/mar",
                    "male single",
                    "male mar\/wid",
                    "female single"
                ],
                [
                    [
                        "30",
                        "20"
                    ],
                    [
                        "201",
                        "109"
                    ],
                    [
                        "402",
                        "146"
                    ],
                    [
                        "67",
                        "25"
                    ],
                    [
                        "0",
                        "0"
                    ]
                ]
            ]
        },
        {
            "name": "other_parties",
            "index": "10",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": [
                [
                    "none",
                    "co applicant",
                    "guarantor"
                ],
                [
                    [
                        "635",
                        "272"
                    ],
                    [
                        "23",
                        "18"
                    ],
                    [
                        "42",
                        "10"
                    ]
                ]
            ]
        },
        {
            "name": "residence_since",
            "index": "11",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "1",
            "max": "4",
            "mean": "3",
            "stdev": "1"
        },
        {
            "name": "property_magnitude",
            "index": "12",
            "type": "nominal",
            "distinct": "4",
            "missing": "0",
            "distr": [
                [
                    "real estate",
                    "life insurance",
                    "car",
                    "no known property"
                ],
                [
                    [
                        "222",
                        "60"
                    ],
                    [
                        "161",
                        "71"
                    ],
                    [
                        "230",
                        "102"
                    ],
                    [
                        "87",
                        "67"
                    ]
                ]
            ]
        },
        {
            "name": "age",
            "index": "13",
            "type": "numeric",
            "distinct": "53",
            "missing": "0",
            "min": "19",
            "max": "75",
            "mean": "36",
            "stdev": "11"
        },
        {
            "name": "other_payment_plans",
            "index": "14",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": [
                [
                    "bank",
                    "stores",
                    "none"
                ],
                [
                    [
                        "82",
                        "57"
                    ],
                    [
                        "28",
                        "19"
                    ],
                    [
                        "590",
                        "224"
                    ]
                ]
            ]
        },
        {
            "name": "housing",
            "index": "15",
            "type": "nominal",
            "distinct": "3",
            "missing": "0",
            "distr": [
                [
                    "rent",
                    "own",
                    "for free"
                ],
                [
                    [
                        "109",
                        "70"
                    ],
                    [
                        "527",
                        "186"
                    ],
                    [
                        "64",
                        "44"
                    ]
                ]
            ]
        },
        {
            "name": "existing_credits",
            "index": "16",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "1",
            "max": "4",
            "mean": "1",
            "stdev": "1"
        },
        {
            "name": "job",
            "index": "17",
            "type": "nominal",
            "distinct": "4",
            "missing": "0",
            "distr": [
                [
                    "unemp\/unskilled non res",
                    "unskilled resident",
                    "skilled",
                    "high qualif\/self emp\/mgmt"
                ],
                [
                    [
                        "15",
                        "7"
                    ],
                    [
                        "144",
                        "56"
                    ],
                    [
                        "444",
                        "186"
                    ],
                    [
                        "97",
                        "51"
                    ]
                ]
            ]
        },
        {
            "name": "num_dependents",
            "index": "18",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "own_telephone",
            "index": "19",
            "type": "string",
            "distinct": "2",
            "missing": "0"
        },
        {
            "name": "foreign_worker",
            "index": "20",
            "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
}