DEVELOPMENT... { "data_id": "1236", "name": "Stagger1", "exact_name": "Stagger1", "version": 1, "version_label": null, "description": "", "format": "ARFF", "uploader": "unknown", "uploader_id": 1, "visibility": "public", "creator": null, "contributor": null, "date": "2015-02-13 03:26:37", "update_comment": null, "last_update": "2015-02-13 03:26:37", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/520801\/Stagger1.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 307, "suggest": { "input": [ "Stagger1", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 4, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 0, "NumberOfSymbolicFeatures": 4, "AutoCorrelation": 0.8014438014438015, "CfsSubsetEval_DecisionStumpAUC": 1, "CfsSubsetEval_DecisionStumpErrRate": 0, "CfsSubsetEval_DecisionStumpKappa": 1, "CfsSubsetEval_NaiveBayesAUC": 1, "CfsSubsetEval_NaiveBayesErrRate": 0, "CfsSubsetEval_NaiveBayesKappa": 1, "CfsSubsetEval_kNN1NAUC": 1, "CfsSubsetEval_kNN1NErrRate": 0, "CfsSubsetEval_kNN1NKappa": 1, "ClassEntropy": 0.5047501932785521, "DecisionStumpAUC": 0.8750882246282444, "DecisionStumpErrRate": 0.111609, "DecisionStumpKappa": 0, "Dimensionality": 4.0e-6, "EquivalentNumberOfAtts": 3.8231418068734957, "J48.00001.AUC": 1, "J48.00001.ErrRate": 0, "J48.00001.Kappa": 1, "J48.0001.AUC": 1, "J48.0001.ErrRate": 0, "J48.0001.Kappa": 1, "J48.001.AUC": 1, "J48.001.ErrRate": 0, "J48.001.Kappa": 1, "MajorityClassPercentage": 88.8391, "MajorityClassSize": 888391, "MaxAttributeEntropy": 1.5849621363214115, "MaxKurtosisOfNumericAtts": null, "MaxMeansOfNumericAtts": null, "MaxMutualInformation": 0.19805633894228, "MaxNominalAttDistinctValues": 3, "MaxSkewnessOfNumericAtts": null, "MaxStdDevOfNumericAtts": null, "MeanAttributeEntropy": 1.5849618336445555, "MeanKurtosisOfNumericAtts": null, "MeanMeansOfNumericAtts": null, "MeanMutualInformation": 0.13202497285637665, "MeanNoiseToSignalRatio": 11.005015409991834, "MeanNominalAttDistinctValues": 2.75, "MeanSkewnessOfNumericAtts": null, "MeanStdDevOfNumericAtts": null, "MinAttributeEntropy": 1.5849612389228456, "MinKurtosisOfNumericAtts": null, "MinMeansOfNumericAtts": null, "MinMutualInformation": 2.20803241e-6, "MinNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": null, "MinStdDevOfNumericAtts": null, "MinorityClassPercentage": 11.1609, "MinorityClassSize": 111609, "NaiveBayesAUC": 1, "NaiveBayesErrRate": 0, "NaiveBayesKappa": 1, "NumberOfBinaryFeatures": 1, "PercentageOfBinaryFeatures": 25, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 0, "PercentageOfSymbolicFeatures": 100, "Quartile1AttributeEntropy": 1.5849612389228456, "Quartile1KurtosisOfNumericAtts": null, "Quartile1MeansOfNumericAtts": null, "Quartile1MutualInformation": 2.20803241e-6, "Quartile1SkewnessOfNumericAtts": null, "Quartile1StdDevOfNumericAtts": null, "Quartile2AttributeEntropy": 1.584962125689409, "Quartile2KurtosisOfNumericAtts": null, "Quartile2MeansOfNumericAtts": null, "Quartile2MutualInformation": 0.19801637159444, "Quartile2SkewnessOfNumericAtts": null, "Quartile2StdDevOfNumericAtts": null, "Quartile3AttributeEntropy": 1.5849621363214115, "Quartile3KurtosisOfNumericAtts": null, "Quartile3MeansOfNumericAtts": null, "Quartile3MutualInformation": 0.19805633894228, "Quartile3SkewnessOfNumericAtts": null, "Quartile3StdDevOfNumericAtts": null, "REPTreeDepth1AUC": 1, "REPTreeDepth1ErrRate": 0, "REPTreeDepth1Kappa": 1, "REPTreeDepth2AUC": 1, "REPTreeDepth2ErrRate": 0, "REPTreeDepth2Kappa": 1, "REPTreeDepth3AUC": 1, "REPTreeDepth3ErrRate": 0, "REPTreeDepth3Kappa": 1, "RandomTreeDepth1AUC": 1, "RandomTreeDepth1ErrRate": 0, "RandomTreeDepth1Kappa": 1, "RandomTreeDepth2AUC": 1, "RandomTreeDepth2ErrRate": 0, "RandomTreeDepth2Kappa": 1, "RandomTreeDepth3AUC": 1, "RandomTreeDepth3ErrRate": 0, "RandomTreeDepth3Kappa": 1, "StdvNominalAttDistinctValues": 0.5, "kNN1NAUC": 1, "kNN1NErrRate": 0, "kNN1NKappa": 1 }, "tags": [ { "tag": "study_16", "uploader": "1" }, { "tag": "synthetic", "uploader": "4095" } ], "features": [ { "name": "class", "index": "3", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "false", "true" ], [ [ "888391", "0" ], [ "0", "111609" ] ] ] }, { "name": "size", "index": "0", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "small", "medium", "large" ], [ [ "221962", "111609" ], [ "333419", "0" ], [ "333010", "0" ] ] ] }, { "name": "color", "index": "1", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "red", "blue", "green" ], [ [ "221894", "111609" ], [ "332729", "0" ], [ "333768", "0" ] ] ] }, { "name": "shape", "index": "2", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "circle", "square", "triangle" ], [ [ "296017", "37086" ], [ "295784", "37448" ], [ "296590", "37075" ] ] ] } ], "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 }