{ "data_id": "1362", "name": "BNG(anneal.ORIG,1000,10)", "exact_name": "BNG(anneal.ORIG,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 22:59:52", "update_comment": null, "last_update": "2015-02-22 22:59:52", "licence": "public domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/583181\/BNG_anneal.ORIG_1000_10.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 28, "suggest": { "input": [ "BNG(anneal.ORIG,1000,10)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 39, "NumberOfClasses": 6, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 6, "NumberOfSymbolicFeatures": 33, "RandomTreeDepth2AUC": 0.62300004898152, "J48.00001.ErrRate": 0.211752, "MaxStdDevOfNumericAtts": 1823.4902282743444, "MinorityClassPercentage": 0.05550000000000001, "PercentageOfNumericFeatures": 15.384615384615385, "Quartile3MeansOfNumericAtts": 897.3151256897502, "CfsSubsetEval_DecisionStumpAUC": 0.614023044840634, "RandomTreeDepth2ErrRate": 0.3178, "J48.00001.Kappa": 0.33705072003143627, "MeanAttributeEntropy": 0.5722038441087597, "MinorityClassSize": 555, "PercentageOfSymbolicFeatures": 84.61538461538461, "Quartile3MutualInformation": 0.0038040673060125004, "CfsSubsetEval_DecisionStumpErrRate": 0.241348, "RandomTreeDepth2Kappa": 0.2058838546092807, "J48.0001.AUC": 0.75487802794477, "MeanKurtosisOfNumericAtts": -0.7279990739514569, "NaiveBayesAUC": 0.6880502650008526, "Quartile1AttributeEntropy": 0, "Quartile3SkewnessOfNumericAtts": 1.3115748476356435, "CfsSubsetEval_DecisionStumpKappa": 0.01237887787036749, "RandomTreeDepth3AUC": 0.62300004898152, "J48.0001.ErrRate": 0.211752, "MeanMeansOfNumericAtts": 398.64223518286826, "NaiveBayesErrRate": 0.241538, "Quartile1KurtosisOfNumericAtts": -1.5067088450866957, "Quartile3StdDevOfNumericAtts": 762.9354376433221, "CfsSubsetEval_NaiveBayesAUC": 0.614023044840634, "RandomTreeDepth3ErrRate": 0.3178, "J48.0001.Kappa": 0.33705072003143627, "MeanMutualInformation": 0.00217393411349125, "NaiveBayesKappa": 0.013135451694285304, "Quartile1MeansOfNumericAtts": 20.868135646990037, "REPTreeDepth1AUC": 0.7949540384016125, "CfsSubsetEval_NaiveBayesErrRate": 0.241348, "RandomTreeDepth3Kappa": 0.2058838546092807, "J48.001.AUC": 0.75487802794477, "MeanNoiseToSignalRatio": 262.2112171926975, "NumberOfBinaryFeatures": 4, "Quartile1MutualInformation": 0, "REPTreeDepth1ErrRate": 0.211176, "CfsSubsetEval_NaiveBayesKappa": 0.01237887787036749, "StdvNominalAttDistinctValues": 2.136444228009226, "J48.001.ErrRate": 0.211752, "MeanNominalAttDistinctValues": 2.4242424242424248, "Quartile1SkewnessOfNumericAtts": -0.006183186660957879, "REPTreeDepth1Kappa": 0.323460349838108, "CfsSubsetEval_kNN1NAUC": 0.614023044840634, "kNN1NAUC": 0.6214403999481096, "J48.001.Kappa": 0.33705072003143627, "MeanSkewnessOfNumericAtts": 0.5162062184699998, "Quartile1StdDevOfNumericAtts": 20.954577224617445, "REPTreeDepth2AUC": 0.7949540384016125, "CfsSubsetEval_kNN1NErrRate": 0.241348, "kNN1NErrRate": 0.306436, "MajorityClassPercentage": 75.9652, "MeanStdDevOfNumericAtts": 420.3332801440114, "Quartile2AttributeEntropy": 0, "REPTreeDepth2ErrRate": 0.211176, "CfsSubsetEval_kNN1NKappa": 0.01237887787036749, "kNN1NKappa": 0.22231603903011435, "MajorityClassSize": 759652, "MinAttributeEntropy": -0, "Quartile2KurtosisOfNumericAtts": -1.1139329087548568, "REPTreeDepth2Kappa": 0.323460349838108, "ClassEntropy": 1.2034178134061593, "DecisionStumpAUC": 0.5876044902345526, "MaxAttributeEntropy": 2.347495665263829, "MinKurtosisOfNumericAtts": -1.7171393741264431, "Quartile2MeansOfNumericAtts": 167.929434331531, "REPTreeDepth3AUC": 0.7949540384016125, "DecisionStumpErrRate": 0.240348, "MaxKurtosisOfNumericAtts": 1.0204719325501315, "MinMeansOfNumericAtts": 1.270382859111, "Quartile2MutualInformation": 0, "REPTreeDepth3ErrRate": 0.211176, "DecisionStumpKappa": 0, "MaxMeansOfNumericAtts": 1246.35490811863, "MinMutualInformation": 0, "Quartile2SkewnessOfNumericAtts": 0.30291215860418974, "REPTreeDepth3Kappa": 0.323460349838108, "Dimensionality": 3.9e-5, "MaxMutualInformation": 0.02184787189831, "MinNominalAttDistinctValues": 1, "PercentageOfBinaryFeatures": 10.256410256410255, "Quartile2StdDevOfNumericAtts": 130.27317806288013, "RandomTreeDepth1AUC": 0.62300004898152, "RandomTreeDepth1ErrRate": 0.3178, "EquivalentNumberOfAtts": 553.5668288831068, "MaxNominalAttDistinctValues": 9, "MinSkewnessOfNumericAtts": -0.2322648210251488, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": 0.9960184814640238, "RandomTreeDepth1Kappa": 0.2058838546092807, "J48.00001.AUC": 0.75487802794477, "MaxSkewnessOfNumericAtts": 1.3586009894932058, "MinStdDevOfNumericAtts": 0.9097290972387392, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 0.24994609622558095, "AutoCorrelation": 0.5966435966435967 }, "tags": [ { "tag": "artificial", "uploader": "2" }, { "tag": "BNG", "uploader": "1" } ], "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" ], [ [ "257", "3141", "24499", "13", "1534", "1605" ], [ "271", "3114", "24294", "18", "1563", "1631" ], [ "274", "3058", "24458", "12", "1582", "1670" ], [ "6711", "78208", "500683", "392", "55326", "28334" ], [ "281", "3095", "24340", "17", "1497", "1542" ], [ "267", "3142", "24369", "16", "1568", "1692" ], [ "279", "3141", "24303", "14", "1534", "1561" ], [ "239", "3128", "24372", "13", "1609", "1668" ], [ "879", "10313", "88334", "60", "8671", "5408" ] ] ] }, { "name": "product-type", "index": "1", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "C", "H", "G" ], [ [ "7898", "96874", "695856", "477", "63412", "37019" ], [ "807", "6865", "31932", "48", "5808", "4063" ], [ "753", "6601", "31864", "30", "5664", "4029" ] ] ] }, { "name": "steel", "index": "2", "type": "nominal", "distinct": "8", "missing": "0", "distr": [ [ "R", "A", "U", "K", "M", "S", "W", "V" ], [ [ "2469", "25286", "165438", "121", "16262", "8295" ], [ "3504", "49380", "330345", "256", "40516", "23882" ], [ "335", "3194", "27683", "25", "1816", "1286" ], [ "476", "4334", "36079", "26", "2485", "1893" ], [ "594", "5725", "41812", "20", "3590", "1894" ], [ "1149", "13423", "86702", "54", "4756", "4472" ], [ "393", "3634", "31125", "25", "2119", "1553" ], [ "538", "5364", "40468", "28", "3340", "1836" ] ] ] }, { "name": "carbon", "index": "3", "type": "numeric", "distinct": "482910", "missing": "0", "min": "-8", "max": "90", "mean": "27", "stdev": "28" }, { "name": "hardness", "index": "4", "type": "numeric", "distinct": "237298", "missing": "0", "min": "0", "max": "92", "mean": "30", "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" ], [ [ "4673", "55027", "368113", "266", "36345", "25305" ], [ "2484", "28586", "206099", "140", "20329", "10669" ], [ "2301", "26727", "185440", "149", "18210", "9137" ] ] ] }, { "name": "formability", "index": "7", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "1", "2", "3", "4", "5" ], [ [ "1810", "19374", "109792", "121", "17371", "8480" ], [ "2186", "29697", "300926", "107", "11673", "10968" ], [ "1787", "22347", "139092", "104", "22460", "8526" ], [ "1880", "19232", "102352", "113", "11559", "8663" ], [ "1795", "19690", "107490", "110", "11821", "8474" ] ] ] }, { "name": "strength", "index": "8", "type": "numeric", "distinct": "512988", "missing": "0", "min": "0", "max": "739", "mean": "306", "stdev": "229" }, { "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" ], [ [ "8641", "96380", "691770", "491", "67671", "42729" ], [ "817", "13960", "67882", "64", "7213", "2382" ] ] ] }, { "name": "surface-quality", "index": "11", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "D", "E", "F", "G" ], [ [ "2301", "24841", "151850", "146", "15395", "10826" ], [ "2507", "34667", "238122", "126", "28864", "11657" ], [ "2329", "24950", "151530", "142", "15325", "10745" ], [ "2321", "25882", "218150", "141", "15300", "11883" ] ] ] }, { "name": "enamelability", "index": "12", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "1", "2", "3", "4", "5" ], [ [ "445", "7129", "37921", "18", "3815", "1548" ], [ "7831", "82087", "611637", "479", "60534", "38894" ], [ "378", "7046", "36786", "16", "3435", "1594" ], [ "406", "6995", "36599", "23", "3554", "1536" ], [ "398", "7083", "36709", "19", "3546", "1539" ] ] ] }, { "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" ], [ [ "4972", "64132", "429160", "291", "48414", "25805" ], [ "4486", "46208", "330492", "264", "26470", "19306" ] ] ] }, { "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" ], [ [ "8188", "93540", "650885", "432", "56612", "35393" ], [ "346", "5191", "29680", "34", "5886", "3015" ], [ "550", "6552", "48709", "52", "6509", "3639" ], [ "374", "5057", "30378", "37", "5877", "3064" ] ] ] }, { "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" ], [ [ "4791", "53997", "389607", "284", "36941", "22639" ], [ "4667", "56343", "370045", "271", "37943", "22472" ] ] ] }, { "name": "thick", "index": "32", "type": "numeric", "distinct": "744129", "missing": "0", "min": "-1", "max": "6", "mean": "1", "stdev": "1" }, { "name": "width", "index": "33", "type": "numeric", "distinct": "597491", "missing": "0", "min": "-633", "max": "1983", "mean": "781", "stdev": "409" }, { "name": "len", "index": "34", "type": "numeric", "distinct": "258516", "missing": "0", "min": "-2157", "max": "9239", "mean": "1246", "stdev": "1823" }, { "name": "oil", "index": "35", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "Y", "N" ], [ [ "4759", "58884", "498481", "280", "43791", "26362" ], [ "4699", "51456", "261171", "275", "31093", "18749" ] ] ] }, { "name": "bore", "index": "36", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "0", "500", "600", "760" ], [ [ "2452", "35896", "355040", "152", "31678", "21739" ], [ "2332", "24916", "134273", "136", "14315", "7741" ], [ "2389", "24983", "137309", "137", "14558", "8536" ], [ "2285", "24545", "133030", "130", "14333", "7095" ] ] ] }, { "name": "packing", "index": "37", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "1", "2", "3" ], [ [ "439", "7054", "39682", "33", "8063", "3359" ], [ "457", "7094", "40101", "40", "7886", "3464" ], [ "8562", "96192", "679869", "482", "58935", "38288" ] ] ] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 1, "total_downloads": 1, "reach": 1, "reuse": 3, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 3 }