{ "data_id": "45024", "name": "credit", "exact_name": "credit", "version": 5, "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\/competitions\/GiveMeSomeCredit\/overview 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 16:12:57", "update_comment": null, "last_update": "2023-01-03 16:12:57", "licence": "See source", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22111910\/dataset", "default_target_attribute": "SeriousDlqin2yrs", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "credit", "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\/competitions\/GiveMeSomeCredit\/overview Please give credit to the original source if you use this dataset. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 16714, "NumberOfFeatures": 11, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 10, "NumberOfSymbolicFeatures": 1, "PercentageOfBinaryFeatures": 9.090909090909092, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": 0.9999401663375815, "PercentageOfMissingValues": 0, "Dimensionality": 0.0006581309082206533, "PercentageOfNumericFeatures": 90.9090909090909, "MajorityClassPercentage": 50, "PercentageOfSymbolicFeatures": 9.090909090909092, "MajorityClassSize": 8357, "MinorityClassPercentage": 50, "MinorityClassSize": 8357, "NumberOfBinaryFeatures": 1 }, "tags": [ { "uploader": "38960", "tag": "Health" }, { "uploader": "38960", "tag": "Social Media" } ], "features": [ { "name": "SeriousDlqin2yrs", "index": "10", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "0", "1" ], [ [ "8357", "0" ], [ "0", "8357" ] ] ] }, { "name": "RevolvingUtilizationOfUnsecuredLines", "index": "0", "type": "numeric", "distinct": "13887", "missing": "0", "min": "0", "max": "22000", "mean": "5", "stdev": "204" }, { "name": "age", "index": "1", "type": "numeric", "distinct": "78", "missing": "0", "min": "21", "max": "101", "mean": "49", "stdev": "14" }, { "name": "NumberOfTime30-59DaysPastDueNotWorse", "index": "2", "type": "numeric", "distinct": "16", "missing": "0", "min": "0", "max": "98", "mean": "1", "stdev": "7" }, { "name": "DebtRatio", "index": "3", "type": "numeric", "distinct": "16128", "missing": "0", "min": "0", "max": "61107", "mean": "31", "stdev": "720" }, { "name": "MonthlyIncome", "index": "4", "type": "numeric", "distinct": "5150", "missing": "0", "min": "0", "max": "250000", "mean": "6118", "stdev": "5932" }, { "name": "NumberOfOpenCreditLinesAndLoans", "index": "5", "type": "numeric", "distinct": "48", "missing": "0", "min": "0", "max": "57", "mean": "9", "stdev": "5" }, { "name": "NumberOfTimes90DaysLate", "index": "6", "type": "numeric", "distinct": "18", "missing": "0", "min": "0", "max": "98", "mean": "1", "stdev": "7" }, { "name": "NumberRealEstateLoansOrLines", "index": "7", "type": "numeric", "distinct": "20", "missing": "0", "min": "0", "max": "29", "mean": "1", "stdev": "1" }, { "name": "NumberOfTime60-89DaysPastDueNotWorse", "index": "8", "type": "numeric", "distinct": "12", "missing": "0", "min": "0", "max": "98", "mean": "1", "stdev": "7" }, { "name": "NumberOfDependents", "index": "9", "type": "numeric", "distinct": "9", "missing": "0", "min": "0", "max": "8", "mean": "1", "stdev": "1" } ], "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 }