{ "data_id": "41943", "name": "ilpd-numeric", "exact_name": "ilpd-numeric", "version": 1, "version_label": "1", "description": "**Author**: Richard Ooms\r\n**Source**: [original](https:\/\/www.openml.org\/d\/1480) - Date unknown \r\n**Please cite**: authors of the original dataset\r\n\r\nThe ILPD dataset from the OpenCC18 with all categorical variables label encoded", "format": "ARFF", "uploader": "Richard Ooms", "uploader_id": 8684, "visibility": "public", "creator": null, "contributor": null, "date": "2019-06-20 21:51:03", "update_comment": null, "last_update": "2019-06-20 21:51:03", "licence": "CC0", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/21378869\/liver_numeric.arff", "default_target_attribute": "Class", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "ilpd-numeric", "The ILPD dataset from the OpenCC18 with all categorical variables label encoded " ], "weight": 5 }, "qualities": { "NumberOfInstances": 583, "NumberOfFeatures": 11, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 11, "NumberOfSymbolicFeatures": 0, "Quartile1SkewnessOfNumericAtts": -0.043684728546833466, "MeanMeansOfNumericAtts": 49.39515644097923, "Quartile1StdDevOfNumericAtts": 0.4524901515081182, "AutoCorrelation": 0.6134020618556701, "MeanMutualInformation": null, "Quartile2AttributeEntropy": null, "ClassEntropy": null, "MeanNoiseToSignalRatio": null, "Quartile2KurtosisOfNumericAtts": 3.325136857304963, "Dimensionality": 0.018867924528301886, "MeanNominalAttDistinctValues": null, "Quartile2MeansOfNumericAtts": 3.298799313893653, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": 2.6696849663642777, "Quartile2MutualInformation": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 67.52420751839034, "Quartile2SkewnessOfNumericAtts": 0.9957034041778438, "MajorityClassSize": null, "MinAttributeEntropy": null, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 2.808497617658963, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.1067347117058104, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxKurtosisOfNumericAtts": 150.9198836440821, "MinMeansOfNumericAtts": 0.7564322469982845, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 37.16379152039607, "MaxMeansOfNumericAtts": 290.5763293310462, "MinMutualInformation": null, "PercentageOfNumericFeatures": 100, "Quartile3MeansOfNumericAtts": 80.713550600343, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfSymbolicFeatures": 0, "Quartile3MutualInformation": null, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -1.1979187392562716, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 4.907473993721976, "MaxSkewnessOfNumericAtts": 10.54617721691246, "MinStdDevOfNumericAtts": 0.31849195945867437, "Quartile1KurtosisOfNumericAtts": -0.5600656409430136, "Quartile3StdDevOfNumericAtts": 182.6203560342025, "MaxStdDevOfNumericAtts": 288.9185290517341, "MinorityClassPercentage": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 1.2864493996569468, "StdvNominalAttDistinctValues": null, "MeanAttributeEntropy": null, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanKurtosisOfNumericAtts": 24.427727717130654 }, "tags": [], "features": [ { "name": "Class", "index": "10", "type": "numeric", "distinct": "2", "missing": "0", "target": "1", "min": "1", "max": "2", "mean": "1", "stdev": "0" }, { "name": "V1", "index": "0", "type": "numeric", "distinct": "72", "missing": "0", "min": "4", "max": "90", "mean": "45", "stdev": "16" }, { "name": "V2", "index": "1", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "V3", "index": "2", "type": "numeric", "distinct": "113", "missing": "0", "min": "0", "max": "75", "mean": "3", "stdev": "6" }, { "name": "V4", "index": "3", "type": "numeric", "distinct": "80", "missing": "0", "min": "0", "max": "20", "mean": "1", "stdev": "3" }, { "name": "V5", "index": "4", "type": "numeric", "distinct": "263", "missing": "0", "min": "63", "max": "2110", "mean": "291", "stdev": "243" }, { "name": "V6", "index": "5", "type": "numeric", "distinct": "152", "missing": "0", "min": "10", "max": "2000", "mean": "81", "stdev": "183" }, { "name": "V7", "index": "6", "type": "numeric", "distinct": "177", "missing": "0", "min": "10", "max": "4929", "mean": "110", "stdev": "289" }, { "name": "V8", "index": "7", "type": "numeric", "distinct": "58", "missing": "0", "min": "3", "max": "10", "mean": "6", "stdev": "1" }, { "name": "V9", "index": "8", "type": "numeric", "distinct": "40", "missing": "0", "min": "1", "max": "6", "mean": "3", "stdev": "1" }, { "name": "V10", "index": "9", "type": "numeric", "distinct": "70", "missing": "0", "min": "0", "max": "3", "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 }