{
    "data_id": "46411",
    "name": "Loan_Status_Classification",
    "exact_name": "Loan_Status_Classification",
    "version": 5,
    "version_label": null,
    "description": "An updated version of the dataset for loan status category. The target variable 'loan_status' is now treated as nominal with categories: loan aprproved, loan rejected.",
    "format": "arff",
    "uploader": "Yayun Li",
    "uploader_id": 45956,
    "visibility": "public",
    "creator": "\"Ta-wei Lo\"",
    "contributor": "\"Yayun Li\"",
    "date": "2024-11-22 00:39:19",
    "update_comment": null,
    "last_update": "2024-11-22 00:39:19",
    "licence": "CC BY 4.0",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/api.openml.org\/data\/download\/22121021\/dataset",
    "default_target_attribute": "loan_status",
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
        "input": [
            "Loan_Status_Classification",
            "An updated version of the dataset for loan status category. The target variable 'loan_status' is now treated as nominal with categories: loan aprproved, loan rejected. "
        ],
        "weight": 5
    },
    "qualities": {
        "NumberOfInstances": 45000,
        "NumberOfFeatures": 14,
        "NumberOfClasses": 2,
        "NumberOfMissingValues": 45000,
        "NumberOfInstancesWithMissingValues": 45000,
        "NumberOfNumericFeatures": 13,
        "NumberOfSymbolicFeatures": 1,
        "PercentageOfBinaryFeatures": 7.142857142857142,
        "PercentageOfInstancesWithMissingValues": 100,
        "AutoCorrelation": 0.7843507633502966,
        "PercentageOfMissingValues": 7.142857142857142,
        "Dimensionality": 0.0003111111111111111,
        "PercentageOfNumericFeatures": 92.85714285714286,
        "MajorityClassPercentage": 77.77777777777779,
        "PercentageOfSymbolicFeatures": 7.142857142857142,
        "MajorityClassSize": 35000,
        "MinorityClassPercentage": 22.22222222222222,
        "MinorityClassSize": 10000,
        "NumberOfBinaryFeatures": 1
    },
    "tags": [],
    "features": [
        {
            "name": "loan_status",
            "index": "13",
            "type": "nominal",
            "distinct": "2",
            "missing": "0",
            "target": "1",
            "distr": [
                [
                    "loan_approved",
                    "loan_rejected"
                ],
                [
                    [
                        "10000",
                        "0"
                    ],
                    [
                        "0",
                        "35000"
                    ]
                ]
            ]
        },
        {
            "name": "person_age",
            "index": "0",
            "type": "numeric",
            "distinct": "60",
            "missing": "0",
            "min": "20",
            "max": "144",
            "mean": "28",
            "stdev": "6"
        },
        {
            "name": "person_gender",
            "index": "1",
            "type": "numeric",
            "distinct": "0",
            "missing": "45000",
            "min": "2147483647",
            "max": "0",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "person_education",
            "index": "2",
            "type": "numeric",
            "distinct": "5",
            "missing": "0",
            "min": "0",
            "max": "4",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "person_income",
            "index": "3",
            "type": "numeric",
            "distinct": "33989",
            "missing": "0",
            "min": "8000",
            "max": "7200766",
            "mean": "80319",
            "stdev": "80422"
        },
        {
            "name": "person_emp_exp",
            "index": "4",
            "type": "numeric",
            "distinct": "63",
            "missing": "0",
            "min": "0",
            "max": "125",
            "mean": "5",
            "stdev": "6"
        },
        {
            "name": "person_home_ownership",
            "index": "5",
            "type": "numeric",
            "distinct": "4",
            "missing": "0",
            "min": "0",
            "max": "3",
            "mean": "2",
            "stdev": "1"
        },
        {
            "name": "loan_amnt",
            "index": "6",
            "type": "numeric",
            "distinct": "4483",
            "missing": "0",
            "min": "500",
            "max": "35000",
            "mean": "9583",
            "stdev": "6315"
        },
        {
            "name": "loan_intent",
            "index": "7",
            "type": "numeric",
            "distinct": "6",
            "missing": "0",
            "min": "0",
            "max": "5",
            "mean": "3",
            "stdev": "2"
        },
        {
            "name": "loan_int_rate",
            "index": "8",
            "type": "numeric",
            "distinct": "1302",
            "missing": "0",
            "min": "5",
            "max": "20",
            "mean": "11",
            "stdev": "3"
        },
        {
            "name": "loan_percent_income",
            "index": "9",
            "type": "numeric",
            "distinct": "64",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "0",
            "stdev": "0"
        },
        {
            "name": "cb_person_cred_hist_length",
            "index": "10",
            "type": "numeric",
            "distinct": "29",
            "missing": "0",
            "min": "2",
            "max": "30",
            "mean": "6",
            "stdev": "4"
        },
        {
            "name": "credit_score",
            "index": "11",
            "type": "numeric",
            "distinct": "340",
            "missing": "0",
            "min": "390",
            "max": "850",
            "mean": "633",
            "stdev": "50"
        },
        {
            "name": "previous_loan_defaults_on_file",
            "index": "12",
            "type": "numeric",
            "distinct": "2",
            "missing": "0",
            "min": "0",
            "max": "1",
            "mean": "1",
            "stdev": "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
}