{ "data_id": "41322", "name": "yeast-1_vs_7", "exact_name": "yeast-1_vs_7", "version": 1, "version_label": "v1_unprocessed", "description": "A imbalanced version of the Yeast data set. where the possitive examples belong to class VAC and the negative examples belong to classes NUC. Moreover. Pox attribute has been removed in this data set. because every instance in this data set had a value of 0.0 for this attribute. (IR: 13.87)", "format": "arff", "uploader": "Andriy Mulyar", "uploader_id": 7103, "visibility": "public", "creator": "\"KEEL\"", "contributor": "\"Andriy Mulyar\"", "date": "2018-11-21 04:19:53", "update_comment": null, "last_update": "2018-11-21 04:19:53", "licence": "Public", "status": "in_preparation", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/20649317\/dataset", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "yeast-1_vs_7", "A imbalanced version of the Yeast data set. where the possitive examples belong to class VAC and the negative examples belong to classes NUC. Moreover. Pox attribute has been removed in this data set. because every instance in this data set had a value of 0.0 for this attribute. (IR: 13.87) " ], "weight": 5 }, "qualities": { "NumberOfInstances": 459, "NumberOfFeatures": 8, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 7, "NumberOfSymbolicFeatures": 0, "Dimensionality": 0.017429193899782137, "MeanNominalAttDistinctValues": null, "Quartile2KurtosisOfNumericAtts": 3.469964109167888, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": 1.861739258221997, "Quartile2MeansOfNumericAtts": 0.4606971677559913, "MajorityClassPercentage": 93.4640522875817, "MeanStdDevOfNumericAtts": 0.09067940276616152, "Quartile2MutualInformation": null, "MajorityClassSize": 429, "MinAttributeEntropy": null, "Quartile2SkewnessOfNumericAtts": 0.34395831007412847, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": 0.35368748309480136, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.10906071002753849, "MaxKurtosisOfNumericAtts": 149.64477548385398, "MinMeansOfNumericAtts": 0.22655773420479303, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxMeansOfNumericAtts": 0.5251416122004358, "MinMutualInformation": null, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 15.202463051844964, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfNumericFeatures": 87.5, "Quartile3MeansOfNumericAtts": 0.5032679738562091, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -2.598972533035052, "PercentageOfSymbolicFeatures": 0, "Quartile3MutualInformation": null, "MaxSkewnessOfNumericAtts": 12.287910373862127, "MinStdDevOfNumericAtts": 0.04033424864811588, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 1.7614750716438494, "MaxStdDevOfNumericAtts": 0.133705964584298, "MinorityClassPercentage": 6.535947712418301, "Quartile1KurtosisOfNumericAtts": 0.6850642762235886, "Quartile3StdDevOfNumericAtts": 0.11540028422670469, "MeanAttributeEntropy": null, "MinorityClassSize": 30, "Quartile1MeansOfNumericAtts": 0.32638344226579524, "StdvNominalAttDistinctValues": null, "MeanKurtosisOfNumericAtts": 25.06110419538889, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanMeansOfNumericAtts": 0.42812013694366635, "Quartile1SkewnessOfNumericAtts": -0.5920180345815618, "AutoCorrelation": 1, "MeanMutualInformation": null, "Quartile1StdDevOfNumericAtts": 0.06042963297052146, "ClassEntropy": null, "MeanNoiseToSignalRatio": null, "Quartile2AttributeEntropy": null }, "tags": [ { "tag": "IR_13.87", "uploader": "7103" }, { "tag": "keel-imbalanced", "uploader": "7103" }, { "tag": "study_184", "uploader": "7103" } ], "features": [ { "name": "class", "index": "7", "type": "string", "distinct": "2", "missing": "0", "target": "1" }, { "name": "Mcg", "index": "0", "type": "numeric", "distinct": "60", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "Gvh", "index": "1", "type": "numeric", "distinct": "60", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "Alm", "index": "2", "type": "numeric", "distinct": "38", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "Mit", "index": "3", "type": "numeric", "distinct": "52", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "Erl", "index": "4", "type": "numeric", "distinct": "2", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "Vac", "index": "5", "type": "numeric", "distinct": "38", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "Nuc", "index": "6", "type": "numeric", "distinct": "57", "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": 1, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 1 }