{ "data_id": "1371", "name": "BNG(kr-vs-kp,1000,10)", "exact_name": "BNG(kr-vs-kp,1000,10)", "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 23:18:21", "update_comment": null, "last_update": "2015-02-22 23:18:21", "licence": "public domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/583650\/BNG_kr-vs-kp_1000_10.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 28, "suggest": { "input": [ "BNG(kr-vs-kp,1000,10)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 37, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 0, "NumberOfSymbolicFeatures": 37, "Quartile2SkewnessOfNumericAtts": null, "REPTreeDepth3Kappa": 0.633801230353982, "DecisionStumpKappa": 0.1818535453650888, "MaxMeansOfNumericAtts": null, "MinMutualInformation": 6.51577e-8, "Quartile2StdDevOfNumericAtts": null, "RandomTreeDepth1AUC": 0.7522458307173573, "Dimensionality": 3.7e-5, "MaxMutualInformation": 0.02401713136909, "MinNominalAttDistinctValues": 2, "PercentageOfBinaryFeatures": 94.5945945945946, "Quartile3AttributeEntropy": 0.9919620055782669, "RandomTreeDepth1ErrRate": 0.249008, "EquivalentNumberOfAtts": 505.577749346631, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": null, "PercentageOfInstancesWithMissingValues": 0, "Quartile3KurtosisOfNumericAtts": null, "AutoCorrelation": 0.5005245005245005, "RandomTreeDepth1Kappa": 0.5009826530785167, "J48.00001.AUC": 0.8588130604615398, "MaxSkewnessOfNumericAtts": null, "MinStdDevOfNumericAtts": null, "PercentageOfMissingValues": 0, "Quartile3MeansOfNumericAtts": null, "CfsSubsetEval_DecisionStumpAUC": 0.6644631810715196, "RandomTreeDepth2AUC": 0.7522458307173573, "J48.00001.ErrRate": 0.1713, "MaxStdDevOfNumericAtts": null, "MinorityClassPercentage": 47.8125, "PercentageOfNumericFeatures": 0, "Quartile3MutualInformation": 0.0012767583873125, "CfsSubsetEval_DecisionStumpErrRate": 0.373338, "RandomTreeDepth2ErrRate": 0.249008, "J48.00001.Kappa": 0.6567552619557353, "MeanAttributeEntropy": 0.7955722479131109, "MinorityClassSize": 478125, "PercentageOfSymbolicFeatures": 100, "Quartile3SkewnessOfNumericAtts": null, "CfsSubsetEval_DecisionStumpKappa": 0.2513303770193351, "RandomTreeDepth2Kappa": 0.5009826530785167, "J48.0001.AUC": 0.8588130604615398, "MeanKurtosisOfNumericAtts": null, "NaiveBayesAUC": 0.6782786860254706, "Quartile1AttributeEntropy": 0.5564179519212519, "Quartile3StdDevOfNumericAtts": null, "CfsSubsetEval_NaiveBayesAUC": 0.6644631810715196, "RandomTreeDepth3AUC": 0.7522458307173573, "J48.0001.ErrRate": 0.1713, "MeanMeansOfNumericAtts": null, "NaiveBayesErrRate": 0.373585, "Quartile1KurtosisOfNumericAtts": null, "REPTreeDepth1AUC": 0.8836536506116239, "CfsSubsetEval_NaiveBayesErrRate": 0.373338, "RandomTreeDepth3ErrRate": 0.249008, "J48.0001.Kappa": 0.6567552619557353, "MeanMutualInformation": 0.001975203331743889, "NaiveBayesKappa": 0.24891638493826915, "Quartile1MeansOfNumericAtts": null, "Quartile1MutualInformation": 3.70925122925e-5, "REPTreeDepth1ErrRate": 0.182742, "CfsSubsetEval_NaiveBayesKappa": 0.2513303770193351, "RandomTreeDepth3Kappa": 0.5009826530785167, "J48.001.AUC": 0.8588130604615398, "MeanNoiseToSignalRatio": 401.77992403481187, "NumberOfBinaryFeatures": 35, "Quartile1SkewnessOfNumericAtts": null, "REPTreeDepth1Kappa": 0.633801230353982, "CfsSubsetEval_kNN1NAUC": 0.6644631810715196, "StdvNominalAttDistinctValues": 0.22924343513512566, "J48.001.ErrRate": 0.1713, "MeanNominalAttDistinctValues": 2.054054054054054, "Quartile1StdDevOfNumericAtts": null, "REPTreeDepth2AUC": 0.8836536506116239, "CfsSubsetEval_kNN1NErrRate": 0.373338, "kNN1NAUC": 0.8767231889574639, "J48.001.Kappa": 0.6567552619557353, "MeanSkewnessOfNumericAtts": null, "Quartile2AttributeEntropy": 0.937072556646666, "REPTreeDepth2ErrRate": 0.182742, "CfsSubsetEval_kNN1NKappa": 0.2513303770193351, "kNN1NErrRate": 0.179016, "MajorityClassPercentage": 52.1875, "MeanStdDevOfNumericAtts": null, "Quartile2KurtosisOfNumericAtts": null, "REPTreeDepth2Kappa": 0.633801230353982, "ClassEntropy": 0.9986188549650422, "kNN1NKappa": 0.640364922145023, "MajorityClassSize": 521875, "MinAttributeEntropy": 0.007372545636567407, "Quartile2MeansOfNumericAtts": null, "REPTreeDepth3AUC": 0.8836536506116239, "DecisionStumpAUC": 0.5905840053998356, "MaxAttributeEntropy": 1.3787073007779267, "MinKurtosisOfNumericAtts": null, "Quartile2MutualInformation": 0.000356816267765, "REPTreeDepth3ErrRate": 0.182742, "DecisionStumpErrRate": 0.40751, "MaxKurtosisOfNumericAtts": null, "MinMeansOfNumericAtts": 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" ], [ [ "58665", "53331" ], [ "463210", "424794" ] ] ] }, { "name": "bknwy", "index": "1", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "36719", "33916" ], [ "485156", "444209" ] ] ] }, { "name": "bkon8", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "36694", "36437" ], [ "485181", "441688" ] ] ] }, { "name": "bkona", "index": "3", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "45129", "46302" ], [ "476746", "431823" ] ] ] }, { "name": "bkspr", "index": "4", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "150306", "129292" ], [ "371569", "348833" ] ] ] }, { "name": "bkxbq", "index": "5", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "329019", "214654" ], [ "192856", "263471" ] ] ] }, { "name": "bkxcr", "index": "6", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "246823", "223755" ], [ "275052", "254370" ] ] ] }, { "name": "bkxwp", "index": "7", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "184337", "181303" ], [ "337538", "296822" ] ] ] }, { "name": "blxwp", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "259388", "223706" ], [ "262487", "254419" ] ] ] }, { "name": "bxqsq", "index": "9", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "178893", "225519" ], [ "342982", "252606" ] ] ] }, { "name": "cntxt", "index": "10", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "268202", "226486" ], [ "253673", "251639" ] ] ] }, { "name": "dsopp", "index": "11", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "82318", "97301" ], [ "439557", "380824" ] ] ] }, { "name": "dwipd", "index": "12", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "g", "l" ], [ [ "121051", "155945" ], [ "400824", "322180" ] ] ] }, { "name": "hdchk", "index": "13", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "54698", "54454" ], [ "467177", "423671" ] ] ] }, { "name": "katri", "index": "14", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "b", "n", "w" ], [ [ "107988", "96452" ], [ "324620", "321062" ], [ "89267", "60611" ] ] ] }, { "name": "mulch", "index": "15", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "177474", "165557" ], [ "344401", "312568" ] ] ] }, { "name": "qxmsq", "index": "16", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "85740", "54721" ], [ "436135", "423404" ] ] ] }, { "name": "r2ar8", "index": "17", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "294572", "285714" ], [ "227303", "192411" ] ] ] }, { "name": "reskd", "index": "18", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "8008", "7201" ], [ "513867", "470924" ] ] ] }, { "name": "reskr", "index": "19", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "170596", "147661" ], [ "351279", "330464" ] ] ] }, { "name": "rimmx", "index": "20", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "227830", "175911" ], [ "294045", "302214" ] ] ] }, { "name": "rkxwp", "index": "21", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "216508", "187598" ], [ "305367", "290527" ] ] ] }, { "name": "rxmsq", "index": "22", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "188161", "176464" ], [ "333714", "301661" ] ] ] }, { "name": "simpl", "index": "23", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "230857", "195698" ], [ "291018", "282427" ] ] ] }, { "name": "skach", "index": "24", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "2496", "2429" ], [ "519379", "475696" ] ] ] }, { "name": "skewr", "index": "25", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "458531", "415334" ], [ "63344", "62791" ] ] ] }, { "name": "skrxp", "index": "26", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "185432", "150677" ], [ "336443", "327448" ] ] ] }, { "name": "spcop", "index": "27", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "321", "287" ], [ "521554", "477838" ] ] ] }, { "name": "stlmt", "index": "28", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "121615", "106442" ], [ "400260", "371683" ] ] ] }, { "name": "thrsk", "index": "29", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "198208", "168472" ], [ "323667", "309653" ] ] ] }, { "name": "wkcti", "index": "30", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "159581", "164445" ], [ "362294", "313680" ] ] ] }, { "name": "wkna8", "index": "31", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "213860", "162153" ], [ "308015", "315972" ] ] ] }, { "name": "wknck", "index": "32", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "245533", "240905" ], [ "276342", "237220" ] ] ] }, { "name": "wkovl", "index": "33", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "271716", "249775" ], [ "250159", "228350" ] ] ] }, { "name": "wkpos", "index": "34", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "t", "f" ], [ [ "281699", "256798" ], [ "240176", "221327" ] ] ] }, { "name": "wtoeg", "index": "35", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "n", "t", "f" ], [ [ "297075", "262425" ], [ "158058", "149686" ], [ "66742", "66014" ] ] ] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 1, "total_downloads": 1, "reach": 1, "reuse": 2, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 2 }