DEVELOPMENT... { "data_id": "158", "name": "RandomRBF_10_1E-4", "exact_name": "RandomRBF_10_1E-4", "version": 1, "version_label": "1", "description": "", "format": "ARFF", "uploader": "unknown", "uploader_id": 1, "visibility": "public", "creator": null, "contributor": null, "date": "2014-04-10 02:48:06", "update_comment": null, "last_update": "2014-04-10 02:48:06", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/2426\/RandomRBF_10_1E-4.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 308, "suggest": { "input": [ "RandomRBF_10_1E-4", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 11, "NumberOfClasses": 5, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 10, "NumberOfSymbolicFeatures": 1, "AutoCorrelation": 0.2271032271032271, "CfsSubsetEval_DecisionStumpAUC": 0.8880691269453911, "CfsSubsetEval_DecisionStumpErrRate": 0.163683, "CfsSubsetEval_DecisionStumpKappa": 0.7882246978426358, "CfsSubsetEval_NaiveBayesAUC": 0.8880691269453911, "CfsSubsetEval_NaiveBayesErrRate": 0.163683, "CfsSubsetEval_NaiveBayesKappa": 0.7882246978426358, "CfsSubsetEval_kNN1NAUC": 0.8880691269453911, "CfsSubsetEval_kNN1NErrRate": 0.163683, "CfsSubsetEval_kNN1NKappa": 0.7882246978426358, "ClassEntropy": 2.220521158829337, "DecisionStumpAUC": 0.588490352206841, "DecisionStumpErrRate": 0.627553, "DecisionStumpKappa": 0.11454907763584499, "Dimensionality": 1.1e-5, "EquivalentNumberOfAtts": null, "J48.00001.AUC": 0.8930165975560503, "J48.00001.ErrRate": 0.157053, "J48.00001.Kappa": 0.7967969435810072, "J48.0001.AUC": 0.8930165975560503, "J48.0001.ErrRate": 0.157053, "J48.0001.Kappa": 0.7967969435810072, "J48.001.AUC": 0.8930165975560503, "J48.001.ErrRate": 0.157053, "J48.001.Kappa": 0.7967969435810072, "MajorityClassPercentage": 30.0096, "MajorityClassSize": 300096, "MaxAttributeEntropy": null, "MaxKurtosisOfNumericAtts": 0.39311535340551007, "MaxMeansOfNumericAtts": 0.583408287525, "MaxMutualInformation": null, "MaxNominalAttDistinctValues": 5, "MaxSkewnessOfNumericAtts": 0.2864925831973246, "MaxStdDevOfNumericAtts": 0.359092051966524, "MeanAttributeEntropy": null, "MeanKurtosisOfNumericAtts": 0.10569263932065595, "MeanMeansOfNumericAtts": 0.49683996636809996, "MeanMutualInformation": null, "MeanNoiseToSignalRatio": null, "MeanNominalAttDistinctValues": 5, "MeanSkewnessOfNumericAtts": -0.027748093290449676, "MeanStdDevOfNumericAtts": 0.33827817532336163, "MinAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.2025410750033103, "MinMeansOfNumericAtts": 0.40102602798599996, "MinMutualInformation": null, "MinNominalAttDistinctValues": 5, "MinSkewnessOfNumericAtts": -0.41462419115420884, "MinStdDevOfNumericAtts": 0.30359319998584716, "MinorityClassPercentage": 9.2713, "MinorityClassSize": 92713, "NaiveBayesAUC": 0.7738474734269235, "NaiveBayesErrRate": 0.478142, "NaiveBayesKappa": 0.3650449238738852, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 90.9090909090909, "PercentageOfSymbolicFeatures": 9.090909090909092, "Quartile1AttributeEntropy": null, "Quartile1KurtosisOfNumericAtts": -0.06884985209392647, "Quartile1MeansOfNumericAtts": 0.46762738619925, "Quartile1MutualInformation": null, "Quartile1SkewnessOfNumericAtts": -0.15204558272013324, "Quartile1StdDevOfNumericAtts": 0.32404906116020427, "Quartile2AttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 0.024404084091856904, "Quartile2MeansOfNumericAtts": 0.5093779625675, "Quartile2MutualInformation": null, "Quartile2SkewnessOfNumericAtts": -0.0026707715371359266, "Quartile2StdDevOfNumericAtts": 0.3452151244466774, "Quartile3AttributeEntropy": null, "Quartile3KurtosisOfNumericAtts": 0.3751473897817176, "Quartile3MeansOfNumericAtts": 0.52015233566525, "Quartile3MutualInformation": null, "Quartile3SkewnessOfNumericAtts": 0.07804218617746692, "Quartile3StdDevOfNumericAtts": 0.3500830862893481, "REPTreeDepth1AUC": 0.9558406882109676, "REPTreeDepth1ErrRate": 0.156242, "REPTreeDepth1Kappa": 0.7974911814180583, "REPTreeDepth2AUC": 0.9558406882109676, "REPTreeDepth2ErrRate": 0.156242, "REPTreeDepth2Kappa": 0.7974911814180583, "REPTreeDepth3AUC": 0.9558406882109676, "REPTreeDepth3ErrRate": 0.156242, "REPTreeDepth3Kappa": 0.7974911814180583, "RandomTreeDepth1AUC": 0.8909122228649317, "RandomTreeDepth1ErrRate": 0.17009, "RandomTreeDepth1Kappa": 0.7800801728022282, "RandomTreeDepth2AUC": 0.8909122228649317, "RandomTreeDepth2ErrRate": 0.17009, "RandomTreeDepth2Kappa": 0.7800801728022282, "RandomTreeDepth3AUC": 0.8909122228649317, "RandomTreeDepth3ErrRate": 0.17009, "RandomTreeDepth3Kappa": 0.7800801728022282, "StdvNominalAttDistinctValues": 0, "kNN1NAUC": 0.9271462993672441, "kNN1NErrRate": 0.113829, "kNN1NKappa": 0.852909327304424 }, "tags": [ { "tag": "study_16", "uploader": "1" }, { "tag": "synthetic", "uploader": "24659" } ], "features": [ { "name": "class", "index": "10", "type": "nominal", "distinct": "5", "missing": "0", "target": "1", "distr": [ [ "class1", "class2", "class3", "class4", "class5" ], [ [ "261174", "0", "0", "0", "0" ], [ "0", "166315", "0", "0", "0" ], [ "0", "0", "179702", "0", "0" ], [ "0", "0", "0", "92713", "0" ], [ "0", "0", "0", "0", "300096" ] ] ] }, { "name": "att1", "index": "0", "type": "numeric", "distinct": "669749", "missing": "0", "min": "-2", "max": "3", "mean": "0", "stdev": "0" }, { "name": "att2", "index": "1", "type": "numeric", "distinct": "683063", "missing": "0", "min": "-2", "max": "3", "mean": "1", "stdev": "0" }, { "name": "att3", "index": "2", "type": "numeric", "distinct": "658439", "missing": "0", "min": "-2", "max": "3", "mean": "0", "stdev": "0" }, { "name": "att4", "index": "3", "type": "numeric", "distinct": "680283", "missing": "0", "min": "-2", "max": "3", "mean": "1", "stdev": "0" }, { "name": "att5", "index": "4", "type": "numeric", "distinct": "645772", "missing": "0", "min": "-2", "max": "3", "mean": "1", "stdev": "0" }, { "name": "att6", "index": "5", "type": "numeric", "distinct": "679397", "missing": "0", "min": "-2", "max": "3", "mean": "1", "stdev": "0" }, { "name": "att7", "index": "6", "type": "numeric", "distinct": "692371", "missing": "0", "min": "-2", "max": "3", "mean": "0", "stdev": "0" }, { "name": "att8", "index": "7", "type": "numeric", "distinct": "673271", "missing": "0", "min": "-2", "max": "3", "mean": "0", "stdev": "0" }, { "name": "att9", "index": "8", "type": "numeric", "distinct": "680380", "missing": "0", "min": "-2", "max": "3", "mean": "1", "stdev": "0" }, { "name": "att10", "index": "9", "type": "numeric", "distinct": "659469", "missing": "0", "min": "-2", "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 }