{ "data_id": "1374", "name": "BNG(kr-vs-kp,5000,10)", "exact_name": "BNG(kr-vs-kp,5000,10)", "version": 1, "version_label": null, "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": "2015-02-22 23:22:58", "update_comment": null, "last_update": "2015-02-22 23:22:58", "licence": "public domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/583761\/BNG_kr-vs-kp_5000_10.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 29, "suggest": { "input": [ "BNG(kr-vs-kp,5000,10)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 37, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 0, "NumberOfSymbolicFeatures": 37, "Quartile2AttributeEntropy": 0.8550309793622457, "REPTreeDepth2ErrRate": 0.076517, "CfsSubsetEval_kNN1NKappa": 0.49598730522417583, "kNN1NErrRate": 0.068636, "MajorityClassPercentage": 52.1875, "MeanStdDevOfNumericAtts": null, "Quartile2KurtosisOfNumericAtts": null, "REPTreeDepth2Kappa": 0.8466500300544257, "ClassEntropy": 0.9986188549650422, "kNN1NKappa": 0.8623768183258732, "MajorityClassSize": 521875, "MinAttributeEntropy": 0.007479255203165899, "Quartile2MeansOfNumericAtts": null, "REPTreeDepth3AUC": 0.9662446246158037, "DecisionStumpAUC": 0.6300900702651169, "MaxAttributeEntropy": 1.3527104205827696, "MinKurtosisOfNumericAtts": null, "Quartile2MutualInformation": 0.003568671674725, "REPTreeDepth3ErrRate": 0.076517, "DecisionStumpErrRate": 0.378415, "MaxKurtosisOfNumericAtts": null, "MinMeansOfNumericAtts": null, "Quartile2SkewnessOfNumericAtts": null, "REPTreeDepth3Kappa": 0.8466500300544257, "DecisionStumpKappa": 0.25585012778507443, "MaxMeansOfNumericAtts": null, "MinMutualInformation": 1.48281123e-6, "PercentageOfBinaryFeatures": 94.5945945945946, "Quartile2StdDevOfNumericAtts": null, "RandomTreeDepth1AUC": 0.8956036935767367, "Dimensionality": 3.7e-5, "MaxMutualInformation": 0.05958115253019, "MinNominalAttDistinctValues": 2, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": 0.9750056020569553, "RandomTreeDepth1ErrRate": 0.107422, "EquivalentNumberOfAtts": 131.8930302506697, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": null, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": null, "AutoCorrelation": 0.5005245005245005, "RandomTreeDepth1Kappa": 0.7847137886665329, "J48.00001.AUC": 0.9560841553085202, "MaxSkewnessOfNumericAtts": null, "MinStdDevOfNumericAtts": null, "PercentageOfNumericFeatures": 0, "Quartile3MeansOfNumericAtts": null, "CfsSubsetEval_DecisionStumpAUC": 0.8247848504788697, "RandomTreeDepth2AUC": 0.8956036935767367, "J48.00001.ErrRate": 0.067825, "MaxStdDevOfNumericAtts": null, "MinorityClassPercentage": 47.8125, "PercentageOfSymbolicFeatures": 100, "Quartile3MutualInformation": 0.00747069995525, "CfsSubsetEval_DecisionStumpErrRate": 0.251717, "RandomTreeDepth2ErrRate": 0.107422, "J48.00001.Kappa": 0.864083723023869, "MeanAttributeEntropy": 0.7701458644016023, "MinorityClassSize": 478125, "Quartile1AttributeEntropy": 0.628297995012611, "Quartile3SkewnessOfNumericAtts": null, "CfsSubsetEval_DecisionStumpKappa": 0.49598730522417583, "RandomTreeDepth2Kappa": 0.7847137886665329, "J48.0001.AUC": 0.9560841553085202, "MeanKurtosisOfNumericAtts": null, "NaiveBayesAUC": 0.7888809015606435, "Quartile1KurtosisOfNumericAtts": null, "Quartile3StdDevOfNumericAtts": null, "CfsSubsetEval_NaiveBayesAUC": 0.8247848504788697, "RandomTreeDepth3AUC": 0.8956036935767367, "J48.0001.ErrRate": 0.067825, "MeanMeansOfNumericAtts": null, "NaiveBayesErrRate": 0.285667, "Quartile1MeansOfNumericAtts": null, "REPTreeDepth1AUC": 0.9662446246158037, "CfsSubsetEval_NaiveBayesErrRate": 0.251717, "RandomTreeDepth3ErrRate": 0.107422, "J48.0001.Kappa": 0.864083723023869, "MeanMutualInformation": 0.007571430067738334, "NaiveBayesKappa": 0.4274418850642202, "Quartile1MutualInformation": 0.000359605912575, "REPTreeDepth1ErrRate": 0.076517, "CfsSubsetEval_NaiveBayesKappa": 0.49598730522417583, "RandomTreeDepth3Kappa": 0.7847137886665329, "J48.001.AUC": 0.9560841553085202, "MeanNoiseToSignalRatio": 100.71735821521666, "NumberOfBinaryFeatures": 35, "Quartile1SkewnessOfNumericAtts": null, "REPTreeDepth1Kappa": 0.8466500300544257, "CfsSubsetEval_kNN1NAUC": 0.8247848504788697, "StdvNominalAttDistinctValues": 0.22924343513512566, "J48.001.ErrRate": 0.067825, "MeanNominalAttDistinctValues": 2.054054054054054, "Quartile1StdDevOfNumericAtts": null, "REPTreeDepth2AUC": 0.9662446246158037, "CfsSubsetEval_kNN1NErrRate": 0.251717, "kNN1NAUC": 0.9681657630336441, "J48.001.Kappa": 0.864083723023869, "MeanSkewnessOfNumericAtts": null }, "tags": [ { "tag": "artificial", "uploader": "2" }, { "tag": "BNG", "uploader": "1" } ], "features": [ { "name": "class", "index": "36", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "won", "nowin" ], [ [ "521875", "0" ], [ "0", "478125" ] ] ] }, { "name": "bkblk", "index": "0", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "58655", "53302" ], [ "463220", "424823" ] ] ] }, { "name": "bknwy", "index": "1", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "36701", "33976" ], [ "485174", "444149" ] ] ] }, { "name": "bkon8", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "37696", "30667" ], [ "484179", "447458" ] ] ] }, { "name": "bkona", "index": "3", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "42008", "37388" ], [ "479867", "440737" ] ] ] }, { "name": "bkspr", "index": "4", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "192655", "153113" ], [ "329220", "325012" ] ] ] }, { "name": "bkxbq", "index": "5", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "280744", "182171" ], [ "241131", "295954" ] ] ] }, { "name": "bkxcr", "index": "6", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "195588", "216680" ], [ "326287", "261445" ] ] ] }, { "name": "bkxwp", "index": "7", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "221958", "161754" ], [ "299917", "316371" ] ] ] }, { "name": "blxwp", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "275321", "174509" ], [ "246554", "303616" ] ] ] }, { "name": "bxqsq", "index": "9", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "162879", "230578" ], [ "358996", "247547" ] ] ] }, { "name": "cntxt", "index": "10", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "257029", "212839" ], [ "264846", "265286" ] ] ] }, { "name": "dsopp", "index": "11", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "63323", "93701" ], [ "458552", "384424" ] ] ] }, { "name": "dwipd", "index": "12", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "g", "l" ], [ [ "78491", "169309" ], [ "443384", "308816" ] ] ] }, { "name": "hdchk", "index": "13", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "90431", "100420" ], [ "431444", "377705" ] ] ] }, { "name": "katri", "index": "14", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "b", "n", "w" ], [ [ "128376", "81180" ], [ "287100", "327014" ], [ "106399", "69931" ] ] ] }, { "name": "mulch", "index": "15", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "142550", "122777" ], [ "379325", "355348" ] ] ] }, { "name": "qxmsq", "index": "16", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "53017", "67409" ], [ "468858", "410716" ] ] ] }, { "name": "r2ar8", "index": "17", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "291824", "330629" ], [ "230051", "147496" ] ] ] }, { "name": "reskd", "index": "18", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "7761", "5870" ], [ "514114", "472255" ] ] ] }, { "name": "reskr", "index": "19", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "162892", "107200" ], [ "358983", "370925" ] ] ] }, { "name": "rimmx", "index": "20", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "224360", "80900" ], [ "297515", "397225" ] ] ] }, { "name": "rkxwp", "index": "21", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "210115", "149344" ], [ "311760", "328781" ] ] ] }, { "name": "rxmsq", "index": "22", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "147166", "142636" ], [ "374709", "335489" ] ] ] }, { "name": "simpl", "index": "23", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "220898", "157768" ], [ "300977", "320357" ] ] ] }, { "name": "skach", "index": "24", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "2437", "2371" ], [ "519438", "475754" ] ] ] }, { "name": "skewr", "index": "25", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "447331", "393730" ], [ "74544", "84395" ] ] ] }, { "name": "skrxp", "index": "26", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "113220", "70860" ], [ "408655", "407265" ] ] ] }, { "name": "spcop", "index": "27", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "292", "326" ], [ "521583", "477799" ] ] ] }, { "name": "stlmt", "index": "28", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "128651", "80146" ], [ "393224", "397979" ] ] ] }, { "name": "thrsk", "index": "29", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "112905", "65292" ], [ "408970", "412833" ] ] ] }, { "name": "wkcti", "index": "30", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "151799", "101334" ], [ "370076", "376791" ] ] ] }, { "name": "wkna8", "index": "31", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "191129", "156013" ], [ "330746", "322112" ] ] ] }, { "name": "wknck", "index": "32", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "216225", "235713" ], [ "305650", "242412" ] ] ] }, { "name": "wkovl", "index": "33", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "275625", "280887" ], [ "246250", "197238" ] ] ] }, { "name": "wkpos", "index": "34", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "297796", "258054" ], [ "224079", "220071" ] ] ] }, { "name": "wtoeg", "index": "35", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "n", "t", "f" ], [ [ "289994", "271929" ], [ "163024", "160070" ], [ "68857", "46126" ] ] ] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 2, "total_downloads": 2, "reach": 2, "reuse": 2, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 2 }