{ "data_id": "46373", "name": "default-of-credit-card-clients", "exact_name": "default-of-credit-card-clients", "version": 5, "version_label": null, "description": "Finantial dataset for automl benchmark. Dataset 42477 with target column y", "format": "arff", "uploader": "Sebastian Silva Ruiz", "uploader_id": 44331, "visibility": "public", "creator": "\"AutoML Benchmark\"", "contributor": "\"Sebastian Silva\"", "date": "2024-11-20 23:36:13", "update_comment": null, "last_update": "2024-11-20 23:36:13", "licence": "CC BY 4.0", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22120983\/dataset", "kaggle_url": null, "default_target_attribute": "y", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "default-of-credit-card-clients", "Finantial dataset for automl benchmark. Dataset 42477 with target column y " ], "weight": 5 }, "qualities": { "NumberOfInstances": 30000, "NumberOfFeatures": 24, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 13, "NumberOfSymbolicFeatures": 1, "PercentageOfBinaryFeatures": 4.166666666666666, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "AutoCorrelation": 0.6558551951731725, "PercentageOfNumericFeatures": 54.166666666666664, "Dimensionality": 0.0008, "PercentageOfSymbolicFeatures": 4.166666666666666, "MajorityClassPercentage": 77.88000000000001, "MajorityClassSize": 23364, "MinorityClassPercentage": 22.12, "MinorityClassSize": 6636, "NumberOfBinaryFeatures": 1 }, "tags": [], "features": [ { "name": "y", "index": "0", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "0", "1" ], [ [ "23364", "0" ], [ "0", "6636" ] ] ] }, { "name": "x1", "index": "1", "type": "numeric", "distinct": "81", "missing": "0", "min": "10000", "max": "1000000", "mean": "167484", "stdev": "129748" }, { "name": "x2", "index": "2", "type": "string", "distinct": "2", "missing": "0" }, { "name": "x3", "index": "3", "type": "string", "distinct": "7", "missing": "0" }, { "name": "x4", "index": "4", "type": "string", "distinct": "4", "missing": "0" }, { "name": "x5", "index": "5", "type": "string", "distinct": "56", "missing": "0" }, { "name": "x6", "index": "6", "type": "string", "distinct": "11", "missing": "0" }, { "name": "x7", "index": "7", "type": "string", "distinct": "11", "missing": "0" }, { "name": "x8", "index": "8", "type": "string", "distinct": "11", "missing": "0" }, { "name": "x9", "index": "9", "type": "string", "distinct": "11", "missing": "0" }, { "name": "x10", "index": "10", "type": "string", "distinct": "10", "missing": "0" }, { "name": "x11", "index": "11", "type": "string", "distinct": "10", "missing": "0" }, { "name": "x12", "index": "12", "type": "numeric", "distinct": "22723", "missing": "0", "min": "-165580", "max": "964511", "mean": "51223", "stdev": "73636" }, { "name": "x13", "index": "13", "type": "numeric", "distinct": "22346", "missing": "0", "min": "-69777", "max": "983931", "mean": "49179", "stdev": "71174" }, { "name": "x14", "index": "14", "type": "numeric", "distinct": "22026", "missing": "0", "min": "-157264", "max": "1664089", "mean": "47013", "stdev": "69349" }, { "name": "x15", "index": "15", "type": "numeric", "distinct": "21548", "missing": "0", "min": "-170000", "max": "891586", "mean": "43263", "stdev": "64333" }, { "name": "x16", "index": "16", "type": "numeric", "distinct": "21010", "missing": "0", "min": "-81334", "max": "927171", "mean": "40311", "stdev": "60797" }, { "name": "x17", "index": "17", "type": "numeric", "distinct": "20604", "missing": "0", "min": "-339603", "max": "961664", "mean": "38872", "stdev": "59554" }, { "name": "x18", "index": "18", "type": "numeric", "distinct": "7943", "missing": "0", "min": "0", "max": "873552", "mean": "5664", "stdev": "16563" }, { "name": "x19", "index": "19", "type": "numeric", "distinct": "7899", "missing": "0", "min": "0", "max": "1684259", "mean": "5921", "stdev": "23041" }, { "name": "x20", "index": "20", "type": "numeric", "distinct": "7518", "missing": "0", "min": "0", "max": "896040", "mean": "5226", "stdev": "17607" }, { "name": "x21", "index": "21", "type": "numeric", "distinct": "6937", "missing": "0", "min": "0", "max": "621000", "mean": "4826", "stdev": "15666" }, { "name": "x22", "index": "22", "type": "numeric", "distinct": "6897", "missing": "0", "min": "0", "max": "426529", "mean": "4799", "stdev": "15278" }, { "name": "x23", "index": "23", "type": "numeric", "distinct": "6939", "missing": "0", "min": "0", "max": "528666", "mean": "5216", "stdev": "17777" } ], "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 }