{ "data_id": "271", "name": "BNG(waveform-5000)", "exact_name": "BNG(waveform-5000)", "version": 1, "version_label": "1", "description": "", "format": "ARFF", "uploader": "Jan van Rijn", "uploader_id": 1, "visibility": "public", "creator": "\"Geoffrey Holmes\",\"Bernhard Pfahringer\",\"Jan van Rijn\",\"Joaquin Vanschoren\"", "contributor": null, "date": "2014-04-29 17:28:59", "update_comment": null, "last_update": "2014-04-29 17:28:59", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/6362\/BNG_waveform-5000.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 307, "suggest": { "input": [ "BNG(waveform-5000)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 41, "NumberOfClasses": 3, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 40, "NumberOfSymbolicFeatures": 1, "Quartile2AttributeEntropy": null, "REPTreeDepth2ErrRate": 0.137468, "CfsSubsetEval_kNN1NKappa": 0.771185444204707, "kNN1NErrRate": 0.207782, "MajorityClassPercentage": 33.840199999999996, "MeanStdDevOfNumericAtts": 1.267797345296118, "Quartile2KurtosisOfNumericAtts": -0.34893777930950987, "REPTreeDepth2Kappa": 0.7938188309505095, "ClassEntropy": 1.5848791513644134, "kNN1NKappa": 0.6883581132785419, "MajorityClassSize": 338402, "MinAttributeEntropy": null, "Quartile2MeansOfNumericAtts": 0.03151667019299999, "REPTreeDepth3AUC": 0.9582230065799467, "DecisionStumpAUC": 0.6891129904679165, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.7552221241467802, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": 0.137468, "DecisionStumpErrRate": 0.445905, "MaxKurtosisOfNumericAtts": -0.23416765051044885, "MinMeansOfNumericAtts": -0.024783228234000008, "Quartile2SkewnessOfNumericAtts": 0.01127960793044436, "REPTreeDepth3Kappa": 0.7938188309505095, "DecisionStumpKappa": 0.33364334928552114, "MaxMeansOfNumericAtts": 3.355960415184, "MinMutualInformation": null, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 1.0141865426844063, "RandomTreeDepth1AUC": 0.855881495917507, "Dimensionality": 4.1e-5, "MaxMutualInformation": null, "MinNominalAttDistinctValues": 3, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": 0.192005, "EquivalentNumberOfAtts": null, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": -0.2687816996886155, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": -0.3099000738232438, "AutoCorrelation": 0.33376533376533374, "RandomTreeDepth1Kappa": 0.7119735662914735, "J48.00001.AUC": 0.8871551117047624, "MaxSkewnessOfNumericAtts": 0.27087904683011954, "MinStdDevOfNumericAtts": 0.9769036553587246, "PercentageOfNumericFeatures": 97.5609756097561, "Quartile3MeansOfNumericAtts": 1.9829293033125, "CfsSubsetEval_DecisionStumpAUC": 0.8901928803468357, "RandomTreeDepth2AUC": 0.855881495917507, "J48.00001.ErrRate": 0.153973, "MaxStdDevOfNumericAtts": 2.0160851122128673, "MinorityClassPercentage": 33.0606, "PercentageOfSymbolicFeatures": 2.4390243902439024, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": 0.152548, "RandomTreeDepth2ErrRate": 0.192005, "J48.00001.Kappa": 0.769045462156632, "MeanAttributeEntropy": null, "MinorityClassSize": 330606, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 0.08452392061390823, "CfsSubsetEval_DecisionStumpKappa": 0.771185444204707, "RandomTreeDepth2Kappa": 0.7119735662914735, "J48.0001.AUC": 0.8871551117047624, "MeanKurtosisOfNumericAtts": -0.4376128803971285, "NaiveBayesAUC": 0.9682408907510908, "Quartile1KurtosisOfNumericAtts": -0.6031181287625001, "Quartile3StdDevOfNumericAtts": 1.6506599806854472, "CfsSubsetEval_NaiveBayesAUC": 0.8901928803468357, "RandomTreeDepth3AUC": 0.855881495917507, "J48.0001.ErrRate": 0.153973, "MeanMeansOfNumericAtts": 0.8990997597281499, "NaiveBayesErrRate": 0.153795, "Quartile1MeansOfNumericAtts": -0.00048265695999999945, "REPTreeDepth1AUC": 0.9582230065799467, "CfsSubsetEval_NaiveBayesErrRate": 0.152548, "RandomTreeDepth3ErrRate": 0.192005, "J48.0001.Kappa": 0.769045462156632, "MeanMutualInformation": null, "NaiveBayesKappa": 0.769573456073337, "Quartile1MutualInformation": null, "REPTreeDepth1ErrRate": 0.137468, "CfsSubsetEval_NaiveBayesKappa": 0.771185444204707, "RandomTreeDepth3Kappa": 0.7119735662914735, "J48.001.AUC": 0.8871551117047624, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 0, "Quartile1SkewnessOfNumericAtts": -0.023584143901351613, "REPTreeDepth1Kappa": 0.7938188309505095, "CfsSubsetEval_kNN1NAUC": 0.8901928803468357, "StdvNominalAttDistinctValues": 0, "J48.001.ErrRate": 0.153973, "MeanNominalAttDistinctValues": 3, "Quartile1StdDevOfNumericAtts": 0.9988825820851541, "REPTreeDepth2AUC": 0.9582230065799467, "CfsSubsetEval_kNN1NErrRate": 0.152548, "kNN1NAUC": 0.844084257546026, "J48.001.Kappa": 0.769045462156632, "MeanSkewnessOfNumericAtts": 0.03416536314492114 }, "tags": [ { "tag": "artificial", "uploader": "2" }, { "tag": "study_16", "uploader": "1" } ], "features": [ { "name": "class", "index": "40", "type": "nominal", "distinct": "3", "missing": "0", "target": "1", "distr": [ [ "0", "1", "2" ], [ [ "338402", "0", "0" ], [ "0", "330992", "0" ], [ "0", "0", "330606" ] ] ] }, { "name": "x1", "index": "0", "type": "numeric", "distinct": "865038", "missing": "0", "min": "-3", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x2", "index": "1", "type": "numeric", "distinct": "868812", "missing": "0", "min": "-4", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x3", "index": "2", "type": "numeric", "distinct": "883965", "missing": "0", "min": "-3", "max": "5", "mean": "1", "stdev": "1" }, { "name": "x4", "index": "3", "type": "numeric", "distinct": "903628", "missing": "0", "min": "-4", "max": "6", "mean": "1", "stdev": "1" }, { "name": "x5", "index": "4", "type": "numeric", "distinct": "916276", "missing": "0", "min": "-3", "max": "7", "mean": "1", "stdev": "2" }, { "name": "x6", "index": "5", "type": "numeric", "distinct": "924219", "missing": "0", "min": "-3", "max": "8", "mean": "2", "stdev": "2" }, { "name": "x7", "index": "6", "type": "numeric", "distinct": "931175", "missing": "0", "min": "-3", "max": "9", "mean": "3", "stdev": "2" }, { "name": "x8", "index": "7", "type": "numeric", "distinct": "920811", "missing": "0", "min": "-3", "max": "8", "mean": "3", "stdev": "2" }, { "name": "x9", "index": "8", "type": "numeric", "distinct": "916348", "missing": "0", "min": "-3", "max": "7", "mean": "3", "stdev": "2" }, { "name": "x10", "index": "9", "type": "numeric", "distinct": "909976", "missing": "0", "min": "-2", "max": "8", "mean": "3", "stdev": "2" }, { "name": "x11", "index": "10", "type": "numeric", "distinct": "917054", "missing": "0", "min": "-1", "max": "9", "mean": "3", "stdev": "2" }, { "name": "x12", "index": "11", "type": "numeric", "distinct": "910595", "missing": "0", "min": "-2", "max": "8", "mean": "3", "stdev": "2" }, { "name": "x13", "index": "12", "type": "numeric", "distinct": "916269", "missing": "0", "min": "-3", "max": "7", "mean": "3", "stdev": "2" }, { "name": "x14", "index": "13", "type": "numeric", "distinct": "921335", "missing": "0", "min": "-3", "max": "8", "mean": "3", "stdev": "2" }, { "name": "x15", "index": "14", "type": "numeric", "distinct": "929206", "missing": "0", "min": "-3", "max": "9", "mean": "3", "stdev": "2" }, { "name": "x16", "index": "15", "type": "numeric", "distinct": "922251", "missing": "0", "min": "-3", "max": "8", "mean": "2", "stdev": "2" }, { "name": "x17", "index": "16", "type": "numeric", "distinct": "915549", "missing": "0", "min": "-3", "max": "7", "mean": "1", "stdev": "2" }, { "name": "x18", "index": "17", "type": "numeric", "distinct": "902688", "missing": "0", "min": "-3", "max": "6", "mean": "1", "stdev": "1" }, { "name": "x19", "index": "18", "type": "numeric", "distinct": "886257", "missing": "0", "min": "-3", "max": "5", "mean": "1", "stdev": "1" }, { "name": "x20", "index": "19", "type": "numeric", "distinct": "872299", "missing": "0", "min": "-3", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x21", "index": "20", "type": "numeric", "distinct": "864486", "missing": "0", "min": "-4", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x22", "index": "21", "type": "numeric", "distinct": "864920", "missing": "0", "min": "-4", "max": "3", "mean": "0", "stdev": "1" }, { "name": "x23", "index": "22", "type": "numeric", "distinct": "862230", "missing": "0", "min": "-3", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x24", "index": "23", "type": "numeric", "distinct": "865816", "missing": "0", "min": "-3", "max": "3", "mean": "0", "stdev": "1" }, { "name": "x25", "index": "24", "type": "numeric", "distinct": "865203", "missing": "0", "min": "-3", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x26", "index": "25", "type": "numeric", "distinct": "862034", "missing": "0", "min": "-4", "max": "3", "mean": "0", "stdev": "1" }, { "name": "x27", "index": "26", "type": "numeric", "distinct": "861614", "missing": "0", "min": "-3", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x28", "index": "27", "type": "numeric", "distinct": "864442", "missing": "0", "min": "-3", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x29", "index": "28", "type": "numeric", "distinct": "861801", "missing": "0", "min": "-3", "max": "3", "mean": "0", "stdev": "1" }, { "name": "x30", "index": "29", "type": "numeric", "distinct": "860781", "missing": "0", "min": "-4", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x31", "index": "30", "type": "numeric", "distinct": "863116", "missing": "0", "min": "-4", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x32", "index": "31", "type": "numeric", "distinct": "863060", "missing": "0", "min": "-3", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x33", "index": "32", "type": "numeric", "distinct": "866431", "missing": "0", "min": "-4", "max": "3", "mean": "0", "stdev": "1" }, { "name": "x34", "index": "33", "type": "numeric", "distinct": "865170", "missing": "0", "min": "-3", "max": "3", "mean": "0", "stdev": "1" }, { "name": "x35", "index": "34", "type": "numeric", "distinct": "864302", "missing": "0", "min": "-4", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x36", "index": "35", "type": "numeric", "distinct": "863212", "missing": "0", "min": "-4", "max": "3", "mean": "0", "stdev": "1" }, { "name": "x37", "index": "36", "type": "numeric", "distinct": "864709", "missing": "0", "min": "-4", "max": "3", "mean": "0", "stdev": "1" }, { "name": "x38", "index": "37", "type": "numeric", "distinct": "862869", "missing": "0", "min": "-4", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x39", "index": "38", "type": "numeric", "distinct": "864827", "missing": "0", "min": "-4", "max": "4", "mean": "0", "stdev": "1" }, { "name": "x40", "index": "39", "type": "numeric", "distinct": "864203", "missing": "0", "min": "-3", "max": "3", "mean": "0", "stdev": "1" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 3, "total_downloads": 8, "reach": 3, "reuse": 2, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 2 }