{ "data_id": "1368", "name": "BNG(anneal.ORIG,10000,10)", "exact_name": "BNG(anneal.ORIG,10000,10)", "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 23:13:29", "update_comment": null, "last_update": "2015-02-22 23:13:29", "licence": "public domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/583589\/BNG_anneal.ORIG_10000_10.arff", "kaggle_url": null, "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 28, "suggest": { "input": [ "BNG(anneal.ORIG,10000,10)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 39, "NumberOfClasses": 6, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 6, "NumberOfSymbolicFeatures": 33, "Quartile2SkewnessOfNumericAtts": 0.8647933373939798, "REPTreeDepth3Kappa": 0.6893202584264834, "DecisionStumpKappa": 0, "MaxMeansOfNumericAtts": 1183.1687617733912, "MinMutualInformation": 0, "Quartile2StdDevOfNumericAtts": 132.69351202829193, "RandomTreeDepth1AUC": 0.789240318429227, "Dimensionality": 3.9e-5, "MaxMutualInformation": 0.08248213706634, "MinNominalAttDistinctValues": 1, "PercentageOfBinaryFeatures": 10.256410256410255, "Quartile3AttributeEntropy": 0.9515586447081742, "RandomTreeDepth1ErrRate": 0.18391, "EquivalentNumberOfAtts": 92.86951663491914, "MaxNominalAttDistinctValues": 9, "MinSkewnessOfNumericAtts": 0.06342924531832761, "PercentageOfInstancesWithMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 0.42001048289886245, "AutoCorrelation": 0.5966435966435967, "RandomTreeDepth1Kappa": 0.5401331968832167, "J48.00001.AUC": 0.9020828894149432, "MaxSkewnessOfNumericAtts": 1.4006160521159818, "MinStdDevOfNumericAtts": 0.8992687089419505, "PercentageOfMissingValues": 0, "Quartile3MeansOfNumericAtts": 884.5844608225844, "CfsSubsetEval_DecisionStumpAUC": 0.7963278290168365, "RandomTreeDepth2AUC": 0.789240318429227, "J48.00001.ErrRate": 0.11745, "MaxStdDevOfNumericAtts": 1810.2306530948854, "MinorityClassPercentage": 0.05550000000000001, "PercentageOfNumericFeatures": 15.384615384615385, "Quartile3MutualInformation": 0.021431373892850002, "CfsSubsetEval_DecisionStumpErrRate": 0.1905, "RandomTreeDepth2ErrRate": 0.18391, "J48.00001.Kappa": 0.6882272540943124, "MeanAttributeEntropy": 0.5256627876418646, "MinorityClassSize": 555, "PercentageOfSymbolicFeatures": 84.61538461538461, "Quartile3SkewnessOfNumericAtts": 1.374806737765167, "CfsSubsetEval_DecisionStumpKappa": 0.4080349694847933, "RandomTreeDepth2Kappa": 0.5401331968832167, "J48.0001.AUC": 0.9020828894149432, "MeanKurtosisOfNumericAtts": -0.4509760053351314, "NaiveBayesAUC": 0.8358685488437523, "Quartile1AttributeEntropy": 0, "Quartile1KurtosisOfNumericAtts": -1.277565928398275, "Quartile3StdDevOfNumericAtts": 758.5144714636341, "CfsSubsetEval_NaiveBayesAUC": 0.7963278290168365, "RandomTreeDepth3AUC": 0.789240318429227, "J48.0001.ErrRate": 0.11745, "MeanMeansOfNumericAtts": 367.0505861210049, "NaiveBayesErrRate": 0.215618, "Quartile1MeansOfNumericAtts": 12.535875726456739, "REPTreeDepth1AUC": 0.9301135236742787, "CfsSubsetEval_NaiveBayesErrRate": 0.1905, "RandomTreeDepth3ErrRate": 0.18391, "J48.0001.Kappa": 0.6882272540943124, "MeanMutualInformation": 0.012958157391266874, "NaiveBayesKappa": 0.3997264520596785, "Quartile1MutualInformation": 0, "REPTreeDepth1ErrRate": 0.116692, "CfsSubsetEval_NaiveBayesKappa": 0.4080349694847933, "RandomTreeDepth3Kappa": 0.5401331968832167, "J48.001.AUC": 0.9020828894149432, "MeanNoiseToSignalRatio": 39.56616784081771, "NumberOfBinaryFeatures": 4, "Quartile1SkewnessOfNumericAtts": 0.40156066119015255, "REPTreeDepth1Kappa": 0.6893202584264834, "CfsSubsetEval_kNN1NAUC": 0.7963278290168365, "StdvNominalAttDistinctValues": 2.136444228009226, "J48.001.ErrRate": 0.11745, "MeanNominalAttDistinctValues": 2.4242424242424248, "Quartile1StdDevOfNumericAtts": 19.409223199985817, "REPTreeDepth2AUC": 0.9301135236742787, "CfsSubsetEval_kNN1NErrRate": 0.1905, "kNN1NAUC": 0.7825646035546888, "J48.001.Kappa": 0.6882272540943124, "MeanSkewnessOfNumericAtts": 0.8456844563918764, "Quartile2AttributeEntropy": 0, "REPTreeDepth2ErrRate": 0.116692, "CfsSubsetEval_kNN1NKappa": 0.4080349694847933, "kNN1NErrRate": 0.173858, "MajorityClassPercentage": 75.9652, "MeanStdDevOfNumericAtts": 418.33976080177143, "Quartile2KurtosisOfNumericAtts": -0.7316072115336769, "REPTreeDepth2Kappa": 0.6893202584264834, "ClassEntropy": 1.2034178134061593, "kNN1NKappa": 0.5557406937466867, "MajorityClassSize": 759652, "MinAttributeEntropy": -0, "Quartile2MeansOfNumericAtts": 108.26561559435481, "REPTreeDepth3AUC": 0.9301135236742787, "DecisionStumpAUC": 0.6442062182069038, "MaxAttributeEntropy": 2.4687796944961446, "MinKurtosisOfNumericAtts": -1.320042250490449, "Quartile2MutualInformation": 0, "REPTreeDepth3ErrRate": 0.116692, "DecisionStumpErrRate": 0.240348, "MaxKurtosisOfNumericAtts": 1.1711907280741216, "MinMeansOfNumericAtts": 1.2489934345060003 }, "tags": [ { "uploader": "2", "tag": "artificial" }, { "uploader": "1", "tag": "BNG" }, { "uploader": "38960", "tag": "Engineering" }, { "uploader": "38960", "tag": "Manufacturing" }, { "uploader": "38960", "tag": "Materials Science" } ], "features": [ { "name": "class", "index": "38", "type": "nominal", "distinct": "6", "missing": "0", "target": "1", "distr": [ [ "1", "2", "3", "4", "5", "U" ], [ [ "9458", "0", "0", "0", "0", "0" ], [ "0", "110340", "0", "0", "0", "0" ], [ "0", "0", "759652", "0", "0", "0" ], [ "0", "0", "0", "555", "0", "0" ], [ "0", "0", "0", "0", "74884", "0" ], [ "0", "0", "0", "0", "0", "45111" ] ] ] }, { "name": "family", "index": "0", "type": "nominal", "distinct": "9", "missing": "0", "distr": [ [ "GB", "GK", "GS", "TN", "ZA", "ZF", "ZH", "ZM", "ZS" ], [ [ "102", "2282", "27315", "14", "1133", "3044" ], [ "101", "2311", "27411", "16", "1170", "3130" ], [ "111", "2219", "27109", "8", "1135", "3106" ], [ "7701", "83437", "498880", "414", "59455", "17574" ], [ "106", "2248", "27525", "11", "1184", "3030" ], [ "110", "2158", "27285", "12", "1093", "3072" ], [ "123", "2249", "27128", "14", "1193", "3078" ], [ "109", "2239", "27143", "7", "1089", "3106" ], [ "995", "11197", "69856", "59", "7432", "5971" ] ] ] }, { "name": "product-type", "index": "1", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "C", "H", "G" ], [ [ "8181", "103734", "675797", "481", "55601", "38459" ], [ "619", "3352", "41903", "41", "9788", "3351" ], [ "658", "3254", "41952", "33", "9495", "3301" ] ] ] }, { "name": "steel", "index": "2", "type": "nominal", "distinct": "8", "missing": "0", "distr": [ [ "R", "A", "U", "K", "M", "S", "W", "V" ], [ [ "2297", "28549", "214709", "145", "13905", "1385" ], [ "3769", "25279", "268299", "176", "50598", "37988" ], [ "157", "6107", "33864", "30", "874", "667" ], [ "555", "7223", "48121", "27", "1009", "667" ], [ "241", "8631", "55538", "46", "2636", "655" ], [ "1864", "19681", "47608", "50", "2409", "2486" ], [ "330", "6617", "38962", "30", "928", "648" ], [ "245", "8253", "52551", "51", "2525", "615" ] ] ] }, { "name": "carbon", "index": "3", "type": "numeric", "distinct": "281770", "missing": "0", "min": "-8", "max": "89", "mean": "16", "stdev": "26" }, { "name": "hardness", "index": "4", "type": "numeric", "distinct": "218738", "missing": "0", "min": "0", "max": "92", "mean": "27", "stdev": "32" }, { "name": "temper_rolling", "index": "5", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "T" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "condition", "index": "6", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "S", "A", "X" ], [ [ "7848", "104170", "410726", "188", "49825", "30941" ], [ "897", "3615", "187248", "179", "15547", "7124" ], [ "713", "2555", "161678", "188", "9512", "7046" ] ] ] }, { "name": "formability", "index": "7", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "1", "2", "3", "4", "5" ], [ [ "1706", "14698", "105728", "121", "14722", "7987" ], [ "2609", "43713", "304743", "107", "10460", "12869" ], [ "1682", "22580", "145242", "104", "28751", "8077" ], [ "1765", "14563", "99533", "113", "10301", "8149" ], [ "1696", "14786", "104406", "110", "10650", "8029" ] ] ] }, { "name": "strength", "index": "8", "type": "numeric", "distinct": "305252", "missing": "0", "min": "0", "max": "739", "mean": "189", "stdev": "234" }, { "name": "non-ageing", "index": "9", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "N" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "surface-finish", "index": "10", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "P", "M" ], [ [ "8644", "98726", "672530", "495", "66871", "42205" ], [ "814", "11614", "87122", "60", "8013", "2906" ] ] ] }, { "name": "surface-quality", "index": "11", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "D", "E", "F", "G" ], [ [ "2222", "20276", "146493", "146", "14403", "10416" ], [ "2742", "46110", "258210", "126", "32224", "12438" ], [ "2253", "20364", "148519", "142", "14180", "10325" ], [ "2241", "23590", "206430", "141", "14077", "11932" ] ] ] }, { "name": "enamelability", "index": "12", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "1", "2", "3", "4", "5" ], [ [ "294", "11353", "29321", "10", "3859", "1553" ], [ "8258", "64900", "646024", "521", "59840", "38718" ], [ "321", "11285", "28231", "7", "3642", "1576" ], [ "289", "11346", "28173", "7", "3737", "1649" ], [ "296", "11456", "27903", "10", "3806", "1615" ] ] ] }, { "name": "bc", "index": "13", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "bf", "index": "14", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "bt", "index": "15", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "bw%2Fme", "index": "16", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "B", "M" ], [ [ "5891", "80792", "579907", "285", "53303", "32960" ], [ "3567", "29548", "179745", "270", "21581", "12151" ] ] ] }, { "name": "bl", "index": "17", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "m", "index": "18", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "chrom", "index": "19", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "C" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "phos", "index": "20", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "P" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "cbond", "index": "21", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "marvi", "index": "22", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "exptl", "index": "23", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "ferro", "index": "24", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "corr", "index": "25", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "blue%2Fbright%2Fvarn%2Fclean", "index": "26", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "B", "R", "V", "C" ], [ [ "7607", "89641", "702418", "364", "70942", "33488" ], [ "535", "6906", "12367", "57", "1317", "3719" ], [ "759", "6980", "31910", "74", "1316", "4177" ], [ "557", "6813", "12957", "60", "1309", "3727" ] ] ] }, { "name": "lustre", "index": "27", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "jurofm", "index": "28", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "s", "index": "29", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "p", "index": "30", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "Y" ], [ [ "9458", "110340", "759652", "555", "74884", "45111" ] ] ] }, { "name": "shape", "index": "31", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "COIL", "SHEET" ], [ [ "4884", "47729", "390047", "284", "36331", "22646" ], [ "4574", "62611", "369605", "271", "38553", "22465" ] ] ] }, { "name": "thick", "index": "32", "type": "numeric", "distinct": "737724", "missing": "0", "min": "-1", "max": "6", "mean": "1", "stdev": "1" }, { "name": "width", "index": "33", "type": "numeric", "distinct": "595545", "missing": "0", "min": "-621", "max": "1983", "mean": "785", "stdev": "408" }, { "name": "len", "index": "34", "type": "numeric", "distinct": "224385", "missing": "0", "min": "-2157", "max": "9239", "mean": "1183", "stdev": "1810" }, { "name": "oil", "index": "35", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "Y", "N" ], [ [ "4815", "59516", "694498", "271", "53913", "28961" ], [ "4643", "50824", "65154", "284", "20971", "16150" ] ] ] }, { "name": "bore", "index": "36", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "0", "500", "600", "760" ], [ [ "2666", "64996", "573705", "118", "47361", "29656" ], [ "2260", "15216", "57004", "149", "9077", "5116" ], [ "2271", "15018", "84514", "138", "9186", "7109" ], [ "2261", "15110", "44429", "150", "9260", "3230" ] ] ] }, { "name": "packing", "index": "37", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "1", "2", "3" ], [ [ "311", "9711", "12368", "47", "12816", "1165" ], [ "308", "9996", "12871", "49", "12741", "1147" ], [ "8839", "90633", "734413", "459", "49327", "42799" ] ] ] } ], "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 }