{ "data_id": "254", "name": "BNG(mfeat-zernike)", "exact_name": "BNG(mfeat-zernike)", "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": "2014-04-28 15:37:48", "update_comment": null, "last_update": "2014-04-28 15:37:48", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/5629\/BNG_mfeat-zernike.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 52, "suggest": { "input": [ "BNG(mfeat-zernike)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 48, "NumberOfClasses": 10, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 47, "NumberOfSymbolicFeatures": 1, "Quartile2SkewnessOfNumericAtts": 0.7367392622784438, "REPTreeDepth3Kappa": 0.6985768944698579, "DecisionStumpKappa": 0.09753866894690903, "MaxMeansOfNumericAtts": 507.70880623642, "MinMutualInformation": null, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 37.10292199410516, "RandomTreeDepth1AUC": 0.8057229966595045, "Dimensionality": 4.8e-5, "MaxMutualInformation": null, "MinNominalAttDistinctValues": 10, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": 0.349693, "EquivalentNumberOfAtts": null, "MaxNominalAttDistinctValues": 10, "MinSkewnessOfNumericAtts": 0.01647016113950717, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 1.1153519446718891, "AutoCorrelation": 0.10008510008510009, "RandomTreeDepth1Kappa": 0.6114522203235186, "J48.00001.AUC": 0.849088585771426, "MaxSkewnessOfNumericAtts": 1.5034817027716705, "MinStdDevOfNumericAtts": 0.06662622791953339, "PercentageOfNumericFeatures": 97.91666666666666, "Quartile3MeansOfNumericAtts": 126.526860062867, "CfsSubsetEval_DecisionStumpAUC": 0.85175133965445, "RandomTreeDepth2AUC": 0.8057229966595045, "J48.00001.ErrRate": 0.290867, "MaxStdDevOfNumericAtts": 124.1855282325309, "MinorityClassPercentage": 9.9797, "PercentageOfSymbolicFeatures": 2.083333333333333, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": 0.290905, "RandomTreeDepth2ErrRate": 0.349693, "J48.00001.Kappa": 0.676813849289966, "MeanAttributeEntropy": null, "MinorityClassSize": 99797, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 1.1253213168970015, "CfsSubsetEval_DecisionStumpKappa": 0.6767716935011607, "RandomTreeDepth2Kappa": 0.6114522203235186, "J48.0001.AUC": 0.849088585771426, "MeanKurtosisOfNumericAtts": 0.28951301210976677, "NaiveBayesAUC": 0.9529759652602074, "Quartile1KurtosisOfNumericAtts": -0.557033653469754, "Quartile3StdDevOfNumericAtts": 64.82513915389295, "CfsSubsetEval_NaiveBayesAUC": 0.85175133965445, "RandomTreeDepth3AUC": 0.8057229966595045, "J48.0001.ErrRate": 0.290867, "MeanMeansOfNumericAtts": 88.12085155366289, "NaiveBayesErrRate": 0.30974, "Quartile1MeansOfNumericAtts": 7.3240318655120005, "REPTreeDepth1AUC": 0.9369537126524267, "CfsSubsetEval_NaiveBayesErrRate": 0.290905, "RandomTreeDepth3ErrRate": 0.349693, "J48.0001.Kappa": 0.676813849289966, "MeanMutualInformation": null, "NaiveBayesKappa": 0.6558491286808068, "Quartile1MutualInformation": null, "REPTreeDepth1ErrRate": 0.271281, "CfsSubsetEval_NaiveBayesKappa": 0.6767716935011607, "RandomTreeDepth3Kappa": 0.6114522203235186, "J48.001.AUC": 0.849088585771426, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 0, "Quartile1SkewnessOfNumericAtts": 0.37749189297088553, "REPTreeDepth1Kappa": 0.6985768944698579, "CfsSubsetEval_kNN1NAUC": 0.85175133965445, "StdvNominalAttDistinctValues": 0, "J48.001.ErrRate": 0.290867, "MeanNominalAttDistinctValues": 10, "Quartile1StdDevOfNumericAtts": 3.520743342449164, "REPTreeDepth2AUC": 0.9369537126524267, "CfsSubsetEval_kNN1NErrRate": 0.290905, "kNN1NAUC": 0.8508827901265956, "J48.001.Kappa": 0.676813849289966, "MeanSkewnessOfNumericAtts": 0.7479523196167397, "Quartile2AttributeEntropy": null, "REPTreeDepth2ErrRate": 0.271281, "CfsSubsetEval_kNN1NKappa": 0.6767716935011607, "kNN1NErrRate": 0.268404, "MajorityClassPercentage": 10.0289, "MeanStdDevOfNumericAtts": 39.712310030701126, "Quartile2KurtosisOfNumericAtts": 0.023982765584618093, "REPTreeDepth2Kappa": 0.6985768944698579, "ClassEntropy": 3.3219261584997604, "kNN1NKappa": 0.7017730453385455, "MajorityClassSize": 100289, "MinAttributeEntropy": null, "Quartile2MeansOfNumericAtts": 68.78292971411099, "REPTreeDepth3AUC": 0.9369537126524267, "DecisionStumpAUC": 0.6754668115933892, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.9782672605059473, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": 0.271281, "DecisionStumpErrRate": 0.812069, "MaxKurtosisOfNumericAtts": 2.233970518023533, "MinMeansOfNumericAtts": 0.078578113189 }, "tags": [ { "uploader": "2", "tag": "artificial" } ], "features": [ { "name": "class", "index": "47", "type": "nominal", "distinct": "10", "missing": "0", "target": "1", "distr": [ [ "1", "2", "3", "4", "5", "6", "7", "8", "9", "10" ], [ [ "99988", "0", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "100276", "0", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "99985", "0", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "100110", "0", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "99829", "0", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "99915", "0", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "99885", "0", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "99926", "0", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "99797", "0" ], [ "0", "0", "0", "0", "0", "0", "0", "0", "0", "100289" ] ] ] }, { "name": "att1", "index": "0", "type": "numeric", "distinct": "230641", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "att2", "index": "1", "type": "numeric", "distinct": "859216", "missing": "0", "min": "-1", "max": "8", "mean": "2", "stdev": "1" }, { "name": "att3", "index": "2", "type": "numeric", "distinct": "986732", "missing": "0", "min": "-6", "max": "73", "mean": "21", "stdev": "12" }, { "name": "att4", "index": "3", "type": "numeric", "distinct": "995744", "missing": "0", "min": "-11", "max": "230", "mean": "69", "stdev": "38" }, { "name": "att5", "index": "4", "type": "numeric", "distinct": "997187", "missing": "0", "min": "-36", "max": "306", "mean": "109", "stdev": "53" }, { "name": "att6", "index": "5", "type": "numeric", "distinct": "998878", "missing": "0", "min": "-54", "max": "624", "mean": "266", "stdev": "124" }, { "name": "att7", "index": "6", "type": "numeric", "distinct": "998379", "missing": "0", "min": "-36", "max": "530", "mean": "148", "stdev": "100" }, { "name": "att8", "index": "7", "type": "numeric", "distinct": "286151", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "att9", "index": "8", "type": "numeric", "distinct": "902315", "missing": "0", "min": "-1", "max": "11", "mean": "3", "stdev": "2" }, { "name": "att10", "index": "9", "type": "numeric", "distinct": "988649", "missing": "0", "min": "-12", "max": "116", "mean": "24", "stdev": "17" }, { "name": "att11", "index": "10", "type": "numeric", "distinct": "996923", "missing": "0", "min": "-16", "max": "258", "mean": "84", "stdev": "51" }, { "name": "att12", "index": "11", "type": "numeric", "distinct": "997677", "missing": "0", "min": "-32", "max": "330", "mean": "122", "stdev": "65" }, { "name": "att13", "index": "12", "type": "numeric", "distinct": "997844", "missing": "0", "min": "-23", "max": "368", "mean": "128", "stdev": "67" }, { "name": "att14", "index": "13", "type": "numeric", "distinct": "399298", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "att15", "index": "14", "type": "numeric", "distinct": "955856", "missing": "0", "min": "-1", "max": "22", "mean": "6", "stdev": "3" }, { "name": "att16", "index": "15", "type": "numeric", "distinct": "992472", "missing": "0", "min": "-7", "max": "153", "mean": "39", "stdev": "22" }, { "name": "att17", "index": "16", "type": "numeric", "distinct": "997000", "missing": "0", "min": "-25", "max": "326", "mean": "99", "stdev": "55" }, { "name": "att18", "index": "17", "type": "numeric", "distinct": "997854", "missing": "0", "min": "-28", "max": "445", "mean": "153", "stdev": "75" }, { "name": "att19", "index": "18", "type": "numeric", "distinct": "997985", "missing": "0", "min": "-170", "max": "774", "mean": "130", "stdev": "116" }, { "name": "att20", "index": "19", "type": "numeric", "distinct": "517062", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "att21", "index": "20", "type": "numeric", "distinct": "964802", "missing": "0", "min": "-6", "max": "40", "mean": "8", "stdev": "6" }, { "name": "att22", "index": "21", "type": "numeric", "distinct": "994950", "missing": "0", "min": "-13", "max": "172", "mean": "52", "stdev": "32" }, { "name": "att23", "index": "22", "type": "numeric", "distinct": "997189", "missing": "0", "min": "-22", "max": "417", "mean": "105", "stdev": "61" }, { "name": "att24", "index": "23", "type": "numeric", "distinct": "997648", "missing": "0", "min": "-27", "max": "369", "mean": "127", "stdev": "66" }, { "name": "att25", "index": "24", "type": "numeric", "distinct": "743330", "missing": "0", "min": "0", "max": "3", "mean": "1", "stdev": "1" }, { "name": "att26", "index": "25", "type": "numeric", "distinct": "978984", "missing": "0", "min": "-3", "max": "53", "mean": "14", "stdev": "8" }, { "name": "att27", "index": "26", "type": "numeric", "distinct": "995783", "missing": "0", "min": "-17", "max": "255", "mean": "74", "stdev": "39" }, { "name": "att28", "index": "27", "type": "numeric", "distinct": "998028", "missing": "0", "min": "-39", "max": "423", "mean": "194", "stdev": "76" }, { "name": "att29", "index": "28", "type": "numeric", "distinct": "998178", "missing": "0", "min": "-93", "max": "691", "mean": "138", "stdev": "111" }, { "name": "att30", "index": "29", "type": "numeric", "distinct": "801041", "missing": "0", "min": "-1", "max": "7", "mean": "1", "stdev": "1" }, { "name": "att31", "index": "30", "type": "numeric", "distinct": "986644", "missing": "0", "min": "-3", "max": "79", "mean": "20", "stdev": "13" }, { "name": "att32", "index": "31", "type": "numeric", "distinct": "996029", "missing": "0", "min": "-39", "max": "357", "mean": "75", "stdev": "51" }, { "name": "att33", "index": "32", "type": "numeric", "distinct": "997638", "missing": "0", "min": "-27", "max": "316", "mean": "112", "stdev": "64" }, { "name": "att34", "index": "33", "type": "numeric", "distinct": "888641", "missing": "0", "min": "-1", "max": "10", "mean": "2", "stdev": "1" }, { "name": "att35", "index": "34", "type": "numeric", "distinct": "989961", "missing": "0", "min": "-7", "max": "125", "mean": "34", "stdev": "17" }, { "name": "att36", "index": "35", "type": "numeric", "distinct": "997505", "missing": "0", "min": "89", "max": "463", "mean": "269", "stdev": "60" }, { "name": "att37", "index": "36", "type": "numeric", "distinct": "997830", "missing": "0", "min": "-34", "max": "516", "mean": "114", "stdev": "91" }, { "name": "att38", "index": "37", "type": "numeric", "distinct": "931756", "missing": "0", "min": "-1", "max": "13", "mean": "4", "stdev": "2" }, { "name": "att39", "index": "38", "type": "numeric", "distinct": "992217", "missing": "0", "min": "-25", "max": "188", "mean": "37", "stdev": "26" }, { "name": "att40", "index": "39", "type": "numeric", "distinct": "997653", "missing": "0", "min": "-26", "max": "329", "mean": "111", "stdev": "64" }, { "name": "att41", "index": "40", "type": "numeric", "distinct": "950599", "missing": "0", "min": "-1", "max": "28", "mean": "7", "stdev": "4" }, { "name": "att42", "index": "41", "type": "numeric", "distinct": "996106", "missing": "0", "min": "60", "max": "304", "mean": "185", "stdev": "37" }, { "name": "att43", "index": "42", "type": "numeric", "distinct": "998362", "missing": "0", "min": "102", "max": "796", "mean": "398", "stdev": "96" }, { "name": "att44", "index": "43", "type": "numeric", "distinct": "967216", "missing": "0", "min": "-8", "max": "44", "mean": "9", "stdev": "6" }, { "name": "att45", "index": "44", "type": "numeric", "distinct": "996999", "missing": "0", "min": "-16", "max": "245", "mean": "85", "stdev": "51" }, { "name": "att46", "index": "45", "type": "numeric", "distinct": "986226", "missing": "0", "min": "17", "max": "90", "mean": "55", "stdev": "11" }, { "name": "att47", "index": "46", "type": "numeric", "distinct": "997869", "missing": "0", "min": "294", "max": "760", "mean": "508", "stdev": "70" } ], "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 }