{ "data_id": "41350", "name": "abalone-19_vs_10-11-12-13", "exact_name": "abalone-19_vs_10-11-12-13", "version": 1, "version_label": "v1_unprocessed", "description": ". (IR: 49.69)", "format": "arff", "uploader": "Andriy Mulyar", "uploader_id": 7103, "visibility": "public", "creator": "\"KEEL\"", "contributor": "\"Andriy Mulyar\"", "date": "2018-11-21 04:27:27", "update_comment": null, "last_update": "2018-11-21 04:27:27", "licence": "Public", "status": "in_preparation", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/20649345\/dataset", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "abalone-19_vs_10-11-12-13", ". (IR: 49.69) " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1622, "NumberOfFeatures": 9, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 7, "NumberOfSymbolicFeatures": 1, "ClassEntropy": null, "MeanNoiseToSignalRatio": null, "Quartile2AttributeEntropy": null, "Dimensionality": 0.005548705302096177, "MeanNominalAttDistinctValues": 3, "Quartile2KurtosisOfNumericAtts": 0.11932431526456222, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": 0.2237079864305742, "Quartile2MeansOfNumericAtts": 0.4591060419235512, "MajorityClassPercentage": 98.02712700369914, "MeanStdDevOfNumericAtts": 0.15472087863292772, "Quartile2MutualInformation": null, "MajorityClassSize": 1590, "MinAttributeEntropy": null, "Quartile2SkewnessOfNumericAtts": 0.39902660222850844, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": 0.030801714122339785, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.10383576205594938, "MaxKurtosisOfNumericAtts": 11.676110363071277, "MinMeansOfNumericAtts": 0.1585727496917386, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxMeansOfNumericAtts": 1.0753104192355116, "MinMutualInformation": null, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 0.5840148448180726, "MaxMutualInformation": null, "MinNominalAttDistinctValues": 3, "PercentageOfNumericFeatures": 77.77777777777779, "Quartile3MeansOfNumericAtts": 0.585363748458693, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": -0.5597929499515971, "PercentageOfSymbolicFeatures": 11.11111111111111, "Quartile3MutualInformation": null, "MaxSkewnessOfNumericAtts": 0.8537335276049871, "MinStdDevOfNumericAtts": 0.030120270079645642, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 0.6366684421516496, "MaxStdDevOfNumericAtts": 0.4528285974991946, "MinorityClassPercentage": 1.972872996300863, "Quartile1KurtosisOfNumericAtts": 0.06819071432896573, "Quartile3StdDevOfNumericAtts": 0.2214334543591035, "MeanAttributeEntropy": null, "MinorityClassSize": 32, "Quartile1MeansOfNumericAtts": 0.23657367447595562, "StdvNominalAttDistinctValues": 0, "MeanKurtosisOfNumericAtts": 1.840155757200663, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 0.4697071516646116, "Quartile1SkewnessOfNumericAtts": -0.5470307385873123, "AutoCorrelation": 1, "MeanMutualInformation": null, "Quartile1StdDevOfNumericAtts": 0.0709080251633465 }, "tags": [ { "tag": "IR_49.69", "uploader": "7103" }, { "tag": "keel-imbalanced", "uploader": "7103" }, { "tag": "study_184", "uploader": "7103" } ], "features": [ { "name": "class", "index": "8", "type": "string", "distinct": "2", "missing": "0", "target": "1" }, { "name": "Sex", "index": "0", "type": "nominal", "distinct": "3", "missing": "0", "distr": [] }, { "name": "Length", "index": "1", "type": "numeric", "distinct": "94", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "Diameter", "index": "2", "type": "numeric", "distinct": "79", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "Height", "index": "3", "type": "numeric", "distinct": "38", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "Whole_weight", "index": "4", "type": "numeric", "distinct": "1266", "missing": "0", "min": "0", "max": "3", "mean": "1", "stdev": "0" }, { "name": "Shucked_weight", "index": "5", "type": "numeric", "distinct": "1024", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "Viscera_weight", "index": "6", "type": "numeric", "distinct": "697", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "Shell_weight", "index": "7", "type": "numeric", "distinct": "563", "missing": "0", "min": "0", "max": "1", "mean": "0", "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 }