DEVELOPMENT... { "data_id": "1375", "name": "BNG(kr-vs-kp,10000,1)", "exact_name": "BNG(kr-vs-kp,10000,1)", "version": 1, "version_label": null, "description": "", "format": "ARFF", "uploader": "unknown", "uploader_id": 1, "visibility": "public", "creator": "\"Geoffrey Holmes\",\"Bernhard Pfahringer\",\"Jan van Rijn\",\"Joaquin Vanschoren\"", "contributor": null, "date": "2015-02-22 23:24:26", "update_comment": null, "last_update": "2015-02-22 23:24:26", "licence": "public domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/583762\/BNG_kr-vs-kp_10000_1.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 28, "suggest": { "input": [ "BNG(kr-vs-kp,10000,1)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 37, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 0, "NumberOfSymbolicFeatures": 37, "AutoCorrelation": 0.5005245005245005, "CfsSubsetEval_DecisionStumpAUC": 0.9403638237734414, "CfsSubsetEval_DecisionStumpErrRate": 0.12166, "CfsSubsetEval_DecisionStumpKappa": 0.7558603958832747, "CfsSubsetEval_NaiveBayesAUC": 0.9403638237734414, "CfsSubsetEval_NaiveBayesErrRate": 0.12166, "CfsSubsetEval_NaiveBayesKappa": 0.7558603958832747, "CfsSubsetEval_kNN1NAUC": 0.9403638237734414, "CfsSubsetEval_kNN1NErrRate": 0.12166, "CfsSubsetEval_kNN1NKappa": 0.7558603958832747, "ClassEntropy": 0.9986188549650422, "DecisionStumpAUC": 0.6661428911175297, "DecisionStumpErrRate": 0.325519, "DecisionStumpKappa": 0.3376172042616911, "Dimensionality": 3.7e-5, "EquivalentNumberOfAtts": 61.059304931454406, "J48.00001.AUC": 0.9871164423574498, "J48.00001.ErrRate": 0.033772, "J48.00001.Kappa": 0.9323608257634214, "J48.0001.AUC": 0.9871164423574498, "J48.0001.ErrRate": 0.033772, "J48.0001.Kappa": 0.9323608257634214, "J48.001.AUC": 0.9871164423574498, "J48.001.ErrRate": 0.033772, "J48.001.Kappa": 0.9323608257634214, "MajorityClassPercentage": 52.1875, "MajorityClassSize": 521875, "MaxAttributeEntropy": 1.020765433094322, "MaxKurtosisOfNumericAtts": null, "MaxMeansOfNumericAtts": null, "MaxMutualInformation": 0.09694041847237, "MaxNominalAttDistinctValues": 3, "MaxSkewnessOfNumericAtts": null, "MaxStdDevOfNumericAtts": null, "MeanAttributeEntropy": 0.6343008159054316, "MeanKurtosisOfNumericAtts": null, "MeanMeansOfNumericAtts": null, "MeanMutualInformation": 0.01635490047071611, "MeanNoiseToSignalRatio": 37.78353262015653, "MeanNominalAttDistinctValues": 2.054054054054054, "MeanSkewnessOfNumericAtts": null, "MeanStdDevOfNumericAtts": null, "MinAttributeEntropy": 0.007468594820904713, "MinKurtosisOfNumericAtts": null, "MinMeansOfNumericAtts": null, "MinMutualInformation": 1.95517243e-6, "MinNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": null, "MinStdDevOfNumericAtts": null, "MinorityClassPercentage": 47.8125, "MinorityClassSize": 478125, "NaiveBayesAUC": 0.9072680922668546, "NaiveBayesErrRate": 0.174206, "NaiveBayesKappa": 0.6509026389696743, "NumberOfBinaryFeatures": 35, "PercentageOfBinaryFeatures": 94.5945945945946, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 0, "PercentageOfSymbolicFeatures": 100, "Quartile1AttributeEntropy": 0.3633284030151704, "Quartile1KurtosisOfNumericAtts": null, "Quartile1MeansOfNumericAtts": null, "Quartile1MutualInformation": 0.0006448127546924999, "Quartile1SkewnessOfNumericAtts": null, "Quartile1StdDevOfNumericAtts": null, "Quartile2AttributeEntropy": 0.7369008163186684, "Quartile2KurtosisOfNumericAtts": null, "Quartile2MeansOfNumericAtts": null, "Quartile2MutualInformation": 0.004055776295155, "Quartile2SkewnessOfNumericAtts": null, "Quartile2StdDevOfNumericAtts": null, "Quartile3AttributeEntropy": 0.9343358662448713, "Quartile3KurtosisOfNumericAtts": null, "Quartile3MeansOfNumericAtts": null, "Quartile3MutualInformation": 0.023536455039577502, "Quartile3SkewnessOfNumericAtts": null, "Quartile3StdDevOfNumericAtts": null, "REPTreeDepth1AUC": 0.9904355090725844, "REPTreeDepth1ErrRate": 0.03583, "REPTreeDepth1Kappa": 0.9282372276366637, "REPTreeDepth2AUC": 0.9904355090725844, "REPTreeDepth2ErrRate": 0.03583, "REPTreeDepth2Kappa": 0.9282372276366637, "REPTreeDepth3AUC": 0.9904355090725844, "REPTreeDepth3ErrRate": 0.03583, "REPTreeDepth3Kappa": 0.9282372276366637, "RandomTreeDepth1AUC": 0.9699647193175688, "RandomTreeDepth1ErrRate": 0.042604, "RandomTreeDepth1Kappa": 0.9146511306242345, "RandomTreeDepth2AUC": 0.9699647193175688, "RandomTreeDepth2ErrRate": 0.042604, "RandomTreeDepth2Kappa": 0.9146511306242345, "RandomTreeDepth3AUC": 0.9699647193175688, "RandomTreeDepth3ErrRate": 0.042604, "RandomTreeDepth3Kappa": 0.9146511306242345, "StdvNominalAttDistinctValues": 0.22924343513512566, "kNN1NAUC": 0.9891371367123009, "kNN1NErrRate": 0.037652, "kNN1NKappa": 0.9245804808652853 }, "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": "reskr", "index": "19", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "102015", "77743" ], [ "419860", "400382" ] ] ] }, { "name": "reskd", "index": "18", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "6572", "3488" ], [ "515303", "474637" ] ] ] }, { "name": "rimmx", "index": "20", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "192441", "36251" ], [ "329434", "441874" ] ] ] }, { "name": "rkxwp", "index": "21", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "72467", "140507" ], [ "449408", "337618" ] ] ] }, { "name": "rxmsq", "index": "22", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "82990", "70528" ], [ "438885", "407597" ] ] ] }, { "name": "simpl", "index": "23", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "210414", "164364" ], [ "311461", "313761" ] ] ] }, { "name": "skach", "index": "24", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "949", "3120" ], [ "520926", "475005" ] ] ] }, { "name": "skewr", "index": "25", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "323876", "342606" ], [ "197999", "135519" ] ] ] }, { "name": "skrxp", "index": "26", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "23324", "55709" ], [ "498551", "422416" ] ] ] }, { "name": "spcop", "index": "27", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "297", "320" ], [ "521578", "477805" ] ] ] }, { "name": "stlmt", "index": "28", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "20686", "26847" ], [ "501189", "451278" ] ] ] }, { "name": "thrsk", "index": "29", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "31441", "26669" ], [ "490434", "451456" ] ] ] }, { "name": "wkcti", "index": "30", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "132910", "69475" ], [ "388965", "408650" ] ] ] }, { "name": "wkna8", "index": "31", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "47287", "60718" ], [ "474588", "417407" ] ] ] }, { "name": "wknck", "index": "32", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "143986", "267610" ], [ "377889", "210515" ] ] ] }, { "name": "wkovl", "index": "33", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "292115", "318592" ], [ "229760", "159533" ] ] ] }, { "name": "wkpos", "index": "34", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "386861", "307881" ], [ "135014", "170244" ] ] ] }, { "name": "wtoeg", "index": "35", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "n", "t", "f" ], [ [ "390047", "351830" ], [ "120147", "122680" ], [ "11681", "3615" ] ] ] }, { "name": "bxqsq", "index": "9", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "75827", "228433" ], [ "446048", "249692" ] ] ] }, { "name": "bknwy", "index": "1", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "36654", "33985" ], [ "485221", "444140" ] ] ] }, { "name": "bkon8", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "11167", "26778" ], [ "510708", "451347" ] ] ] }, { "name": "bkona", "index": "3", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "34234", "34630" ], [ "487641", "443495" ] ] ] }, { "name": "bkspr", "index": "4", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "174640", "154351" ], [ "347235", "323774" ] ] ] }, { "name": "bkxbq", "index": "5", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "260194", "180845" ], [ "261681", "297280" ] ] ] }, { "name": "bkxcr", "index": "6", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "157273", "212690" ], [ "364602", "265435" ] ] ] }, { "name": "bkxwp", "index": "7", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "68886", "147244" ], [ "452989", "330881" ] ] ] }, { "name": "blxwp", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "183910", "199161" ], [ "337965", "278964" ] ] ] }, { "name": "bkblk", "index": "0", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "58701", "53270" ], [ "463174", "424855" ] ] ] }, { "name": "cntxt", "index": "10", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "241911", "187628" ], [ "279964", "290497" ] ] ] }, { "name": "dsopp", "index": "11", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "58910", "59871" ], [ "462965", "418254" ] ] ] }, { "name": "dwipd", "index": "12", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "g", "l" ], [ [ "62755", "171564" ], [ "459120", "306561" ] ] ] }, { "name": "hdchk", "index": "13", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "600", "4968" ], [ "521275", "473157" ] ] ] }, { "name": "katri", "index": "14", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "b", "n", "w" ], [ [ "33811", "49111" ], [ "363232", "395654" ], [ "124832", "33360" ] ] ] }, { "name": "mulch", "index": "15", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "25659", "42246" ], [ "496216", "435879" ] ] ] }, { "name": "qxmsq", "index": "16", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "85844", "15891" ], [ "436031", "462234" ] ] ] }, { "name": "r2ar8", "index": "17", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "289267", "354372" ], [ "232608", "123753" ] ] ] } ], "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 }