{ "data_id": "1369", "name": "BNG(kr-vs-kp,1000,1)", "exact_name": "BNG(kr-vs-kp,1000,1)", "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 23:15:20", "update_comment": null, "last_update": "2015-02-22 23:15:20", "licence": "public domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/583646\/BNG_kr-vs-kp_1000_1.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 29, "suggest": { "input": [ "BNG(kr-vs-kp,1000,1)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 37, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 0, "NumberOfSymbolicFeatures": 37, "REPTreeDepth3Kappa": 0.4694081177612524, "DecisionStumpKappa": 0.31627959151773943, "MaxMeansOfNumericAtts": null, "MinMutualInformation": 1.44240394e-6, "Quartile2SkewnessOfNumericAtts": null, "RandomTreeDepth1AUC": 0.643434597790834, "Dimensionality": 3.7e-5, "MaxMutualInformation": 0.16429402229678, "MinNominalAttDistinctValues": 2, "PercentageOfBinaryFeatures": 94.5945945945946, "Quartile2StdDevOfNumericAtts": null, "RandomTreeDepth1ErrRate": 0.390093, "EquivalentNumberOfAtts": 74.92894685579974, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": null, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": 0.963821080784636, "RandomTreeDepth1Kappa": 0.23672136594107335, "J48.00001.AUC": 0.9679798548248757, "MaxSkewnessOfNumericAtts": null, "MinStdDevOfNumericAtts": null, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": null, "AutoCorrelation": 0.5005245005245005, "RandomTreeDepth2AUC": 0.6938835366308325, "J48.00001.ErrRate": 0.062584, "MaxStdDevOfNumericAtts": null, "MinorityClassPercentage": 47.8125, "PercentageOfNumericFeatures": 0, "Quartile3MeansOfNumericAtts": null, "CfsSubsetEval_DecisionStumpAUC": 0.6628214878160229, "RandomTreeDepth2ErrRate": 0.365072, "J48.00001.Kappa": 0.8747011707937197, "MeanAttributeEntropy": 0.7463186473313319, "MinorityClassSize": 478125, "PercentageOfSymbolicFeatures": 100, "Quartile3MutualInformation": 0.010597876998442501, "CfsSubsetEval_DecisionStumpErrRate": 0.351494, "RandomTreeDepth2Kappa": 0.27086052633861996, "J48.0001.AUC": 0.971151634000454, "MeanKurtosisOfNumericAtts": null, "NaiveBayesAUC": 0.8676118563287543, "Quartile1AttributeEntropy": 0.5789306297735697, "Quartile3SkewnessOfNumericAtts": null, "CfsSubsetEval_DecisionStumpKappa": 0.31627959151773943, "RandomTreeDepth3AUC": 0.731463411371829, "J48.0001.ErrRate": 0.059184, "MeanMeansOfNumericAtts": null, "NaiveBayesErrRate": 0.226006, "Quartile1KurtosisOfNumericAtts": null, "Quartile3StdDevOfNumericAtts": null, "CfsSubsetEval_NaiveBayesAUC": 0.866988908916473, "RandomTreeDepth3ErrRate": 0.333899, "J48.0001.Kappa": 0.8814890743422702, "MeanMutualInformation": 0.013327544251848055, "NaiveBayesKappa": 0.5482360466456385, "Quartile1MeansOfNumericAtts": null, "REPTreeDepth1AUC": 0.6628214878160229, "CfsSubsetEval_NaiveBayesErrRate": 0.221664, "RandomTreeDepth3Kappa": 0.33331537998254473, "J48.001.AUC": 0.9724852091987319, "MeanNoiseToSignalRatio": 54.99821191573565, "NumberOfBinaryFeatures": 35, "Quartile1MutualInformation": 0.0006226117750975, "REPTreeDepth1ErrRate": 0.351494, "CfsSubsetEval_NaiveBayesKappa": 0.5566839085785058, "CfsSubsetEval_kNN1NAUC": 0.9016869906033017, "StdvNominalAttDistinctValues": 0.22924343513512566, "J48.001.ErrRate": 0.056148, "MeanNominalAttDistinctValues": 2.054054054054054, "Quartile1SkewnessOfNumericAtts": null, "REPTreeDepth1Kappa": 0.31627959151773943, "CfsSubsetEval_kNN1NErrRate": 0.181328, "kNN1NAUC": 0.9808914449908028, "J48.001.Kappa": 0.887547757448546, "MeanSkewnessOfNumericAtts": null, "Quartile1StdDevOfNumericAtts": null, "REPTreeDepth2AUC": 0.757485052407123, "CfsSubsetEval_kNN1NKappa": 0.6369095395709428, "kNN1NErrRate": 0.048704, "MajorityClassPercentage": 52.1875, "MeanStdDevOfNumericAtts": null, "Quartile2AttributeEntropy": 0.8361622553947786, "REPTreeDepth2ErrRate": 0.319305, "ClassEntropy": 0.9986188549650422, "kNN1NKappa": 0.9024107755904062, "MajorityClassSize": 521875, "MinAttributeEntropy": 0.0076282569845775115, "Quartile2KurtosisOfNumericAtts": null, "REPTreeDepth2Kappa": 0.3500567113964693, "REPTreeDepth3AUC": 0.8129926207301162, "DecisionStumpAUC": 0.6628214878160229, "MaxAttributeEntropy": 1.3371213811611447, "MinKurtosisOfNumericAtts": null, "Quartile2MeansOfNumericAtts": null, "REPTreeDepth3ErrRate": 0.269578, "DecisionStumpErrRate": 0.351494, "MaxKurtosisOfNumericAtts": null, "MinMeansOfNumericAtts": null, "Quartile2MutualInformation": 0.00307381636968 }, "tags": [ { "uploader": "2", "tag": "artificial" }, { "uploader": "1", "tag": "BNG" }, { "uploader": "38960", "tag": "Chemistry" }, { "uploader": "38960", "tag": "Life Science" } ], "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" ], [ [ "58667", "53322" ], [ "463208", "424803" ] ] ] }, { "name": "bknwy", "index": "1", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "36656", "33998" ], [ "485219", "444127" ] ] ] }, { "name": "bkon8", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "34928", "40665" ], [ "486947", "437460" ] ] ] }, { "name": "bkona", "index": "3", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "41486", "25491" ], [ "480389", "452634" ] ] ] }, { "name": "bkspr", "index": "4", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "175644", "155960" ], [ "346231", "322165" ] ] ] }, { "name": "bkxbq", "index": "5", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "280629", "176914" ], [ "241246", "301211" ] ] ] }, { "name": "bkxcr", "index": "6", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "175885", "217495" ], [ "345990", "260630" ] ] ] }, { "name": "bkxwp", "index": "7", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "148848", "130848" ], [ "373027", "347277" ] ] ] }, { "name": "blxwp", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "246569", "168748" ], [ "275306", "309377" ] ] ] }, { "name": "bxqsq", "index": "9", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "111042", "228834" ], [ "410833", "249291" ] ] ] }, { "name": "cntxt", "index": "10", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "254406", "200402" ], [ "267469", "277723" ] ] ] }, { "name": "dsopp", "index": "11", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "54307", "87535" ], [ "467568", "390590" ] ] ] }, { "name": "dwipd", "index": "12", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "g", "l" ], [ [ "88012", "181588" ], [ "433863", "296537" ] ] ] }, { "name": "hdchk", "index": "13", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "174159", "3778" ], [ "347716", "474347" ] ] ] }, { "name": "katri", "index": "14", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "b", "n", "w" ], [ [ "88187", "62580" ], [ "317202", "366349" ], [ "116486", "49196" ] ] ] }, { "name": "mulch", "index": "15", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "121308", "97010" ], [ "400567", "381115" ] ] ] }, { "name": "qxmsq", "index": "16", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "86129", "58200" ], [ "435746", "419925" ] ] ] }, { "name": "r2ar8", "index": "17", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "293075", "338209" ], [ "228800", "139916" ] ] ] }, { "name": "reskd", "index": "18", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "6729", "5693" ], [ "515146", "472432" ] ] ] }, { "name": "reskr", "index": "19", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "138899", "89384" ], [ "382976", "388741" ] ] ] }, { "name": "rimmx", "index": "20", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "195452", "67679" ], [ "326423", "410446" ] ] ] }, { "name": "rkxwp", "index": "21", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "177539", "138310" ], [ "344336", "339815" ] ] ] }, { "name": "rxmsq", "index": "22", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "166546", "125952" ], [ "355329", "352173" ] ] ] }, { "name": "simpl", "index": "23", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "216485", "158531" ], [ "305390", "319594" ] ] ] }, { "name": "skach", "index": "24", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "3260", "1730" ], [ "518615", "476395" ] ] ] }, { "name": "skewr", "index": "25", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "422745", "366200" ], [ "99130", "111925" ] ] ] }, { "name": "skrxp", "index": "26", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "72329", "64382" ], [ "449546", "413743" ] ] ] }, { "name": "spcop", "index": "27", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "255", "377" ], [ "521620", "477748" ] ] ] }, { "name": "stlmt", "index": "28", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "94552", "104972" ], [ "427323", "373153" ] ] ] }, { "name": "thrsk", "index": "29", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "81363", "49978" ], [ "440512", "428147" ] ] ] }, { "name": "wkcti", "index": "30", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "145171", "89405" ], [ "376704", "388720" ] ] ] }, { "name": "wkna8", "index": "31", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "137092", "137380" ], [ "384783", "340745" ] ] ] }, { "name": "wknck", "index": "32", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "190157", "242279" ], [ "331718", "235846" ] ] ] }, { "name": "wkovl", "index": "33", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "277365", "290287" ], [ "244510", "187838" ] ] ] }, { "name": "wkpos", "index": "34", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "325772", "277155" ], [ "196103", "200970" ] ] ] }, { "name": "wtoeg", "index": "35", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "n", "t", "f" ], [ [ "278289", "302887" ], [ "179139", "123915" ], [ "64447", "51323" ] ] ] } ], "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 }