{ "data_id": "46116", "name": "German-Credit-Risk-with-Target", "exact_name": "German-Credit-Risk-with-Target", "version": 1, "version_label": null, "description": "An extract of the well-known UCI German Credit Risk Dataset with 10 features and one target class", "format": "arff", "uploader": "K B", "uploader_id": 42720, "visibility": "public", "creator": "I. H. Witten, E. Frank, M. A. Hall, and ITPro", "contributor": null, "date": "2024-06-02 12:57:58", "update_comment": null, "last_update": "2024-06-02 12:57:58", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22120560\/dataset", "default_target_attribute": "Risk", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "German-Credit-Risk-with-Target", "An extract of the well-known UCI German Credit Risk Dataset with 10 features and one target class " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000, "NumberOfFeatures": 10, "NumberOfClasses": 2, "NumberOfMissingValues": 577, "NumberOfInstancesWithMissingValues": 478, "NumberOfNumericFeatures": 4, "NumberOfSymbolicFeatures": 5, "PercentageOfInstancesWithMissingValues": 47.8, "AutoCorrelation": 0.5695695695695696, "PercentageOfMissingValues": 5.7700000000000005, "Dimensionality": 0.01, "PercentageOfNumericFeatures": 40, "MajorityClassPercentage": 70, "PercentageOfSymbolicFeatures": 50, "MajorityClassSize": 700, "MinorityClassPercentage": 30, "MinorityClassSize": 300, "NumberOfBinaryFeatures": 2, "PercentageOfBinaryFeatures": 20 }, "tags": [], "features": [ { "name": "Risk", "index": "9", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "bad", "good" ], [ [ "300", "0" ], [ "0", "700" ] ] ] }, { "name": "Age", "index": "0", "type": "numeric", "distinct": "53", "missing": "0", "min": "19", "max": "75", "mean": "36", "stdev": "11" }, { "name": "Sex", "index": "1", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "female", "male" ], [ [ "109", "201" ], [ "191", "499" ] ] ] }, { "name": "Job", "index": "2", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "3", "mean": "2", "stdev": "1" }, { "name": "Housing", "index": "3", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "free", "own", "rent" ], [ [ "44", "64" ], [ "186", "527" ], [ "70", "109" ] ] ] }, { "name": "Saving accounts", "index": "4", "type": "nominal", "distinct": "4", "missing": "183", "distr": [ [ "little", "moderate", "quite rich", "rich" ], [ [ "217", "386" ], [ "34", "69" ], [ "11", "52" ], [ "6", "42" ] ] ] }, { "name": "Checking account", "index": "5", "type": "nominal", "distinct": "3", "missing": "394", "distr": [ [ "little", "moderate", "rich" ], [ [ "135", "139" ], [ "105", "164" ], [ "14", "49" ] ] ] }, { "name": "Credit amount", "index": "6", "type": "numeric", "distinct": "921", "missing": "0", "min": "250", "max": "18424", "mean": "3271", "stdev": "2823" }, { "name": "Duration", "index": "7", "type": "numeric", "distinct": "33", "missing": "0", "min": "4", "max": "72", "mean": "21", "stdev": "12" }, { "name": "Purpose", "index": "8", "type": "string", "distinct": "8", "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 }