{ "data_id": "244", "name": "BNG(anneal)", "exact_name": "BNG(anneal)", "version": 1, "version_label": "1", "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": "2014-04-28 15:01:12", "update_comment": null, "last_update": "2014-04-28 15:01:12", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/5577\/BNG_anneal.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 206, "suggest": { "input": [ "BNG(anneal)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 39, "NumberOfClasses": 6, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 6, "NumberOfSymbolicFeatures": 33, "Quartile2SkewnessOfNumericAtts": 1.462901888327019, "REPTreeDepth3Kappa": 0.9149479596677291, "DecisionStumpKappa": 0.41058044313417796, "MaxMeansOfNumericAtts": 1341.591161997384, "MinMutualInformation": 0.0032654494491, "PercentageOfBinaryFeatures": 48.717948717948715, "Quartile2StdDevOfNumericAtts": 82.87975375749993, "RandomTreeDepth1AUC": 0.9442944849806811, "Dimensionality": 3.9e-5, "MaxMutualInformation": 0.39242109253102, "MinNominalAttDistinctValues": 2, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": 0.7994752032188376, "RandomTreeDepth1ErrRate": 0.051638, "EquivalentNumberOfAtts": 19.628877952691834, "MaxNominalAttDistinctValues": 10, "MinSkewnessOfNumericAtts": 0.07631895548251051, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 7.279985265037049, "AutoCorrelation": 0.5966435966435967, "RandomTreeDepth1Kappa": 0.8710508427888765, "J48.00001.AUC": 0.9800167170854678, "MaxSkewnessOfNumericAtts": 2.973868298584867, "MinStdDevOfNumericAtts": 0.882830823409599, "PercentageOfNumericFeatures": 15.384615384615385, "Quartile3MeansOfNumericAtts": 925.4005134055046, "CfsSubsetEval_DecisionStumpAUC": 0.9573020173666427, "RandomTreeDepth2AUC": 0.9442944849806811, "J48.00001.ErrRate": 0.030973, "MaxStdDevOfNumericAtts": 1891.6666854362923, "MinorityClassPercentage": 0.05550000000000001, "PercentageOfSymbolicFeatures": 84.61538461538461, "Quartile3MutualInformation": 0.0773673688117175, "CfsSubsetEval_DecisionStumpErrRate": 0.090233, "RandomTreeDepth2ErrRate": 0.051638, "J48.00001.Kappa": 0.9226281367371821, "MeanAttributeEntropy": 0.5696105334822867, "MinorityClassSize": 555, "Quartile1AttributeEntropy": 0.04851941886997715, "Quartile3SkewnessOfNumericAtts": 2.9567772371445233, "CfsSubsetEval_DecisionStumpKappa": 0.7680378738380033, "RandomTreeDepth2Kappa": 0.8710508427888765, "J48.0001.AUC": 0.9800167170854678, "MeanKurtosisOfNumericAtts": 2.571292332475804, "NaiveBayesAUC": 0.9508040726578623, "Quartile1KurtosisOfNumericAtts": -0.4736888618669487, "Quartile3StdDevOfNumericAtts": 778.5556351914203, "CfsSubsetEval_NaiveBayesAUC": 0.9573020173666427, "RandomTreeDepth3AUC": 0.9442944849806811, "J48.0001.ErrRate": 0.030973, "MeanMeansOfNumericAtts": 365.882503871489, "NaiveBayesErrRate": 0.153641, "Quartile1MeansOfNumericAtts": 4.278994126151382, "REPTreeDepth1AUC": 0.990292968380322, "CfsSubsetEval_NaiveBayesErrRate": 0.090233, "RandomTreeDepth3ErrRate": 0.051638, "J48.0001.Kappa": 0.9226281367371821, "MeanMutualInformation": 0.06130853818066187, "NaiveBayesKappa": 0.6696659290199667, "Quartile1MutualInformation": 0.005868848331655001, "REPTreeDepth1ErrRate": 0.034009, "CfsSubsetEval_NaiveBayesKappa": 0.7680378738380033, "RandomTreeDepth3Kappa": 0.8710508427888765, "J48.001.AUC": 0.9800167170854678, "MeanNoiseToSignalRatio": 8.290884277876243, "NumberOfBinaryFeatures": 19, "Quartile1SkewnessOfNumericAtts": 0.9134912310453719, "REPTreeDepth1Kappa": 0.9149479596677291, "CfsSubsetEval_kNN1NAUC": 0.9573020173666427, "StdvNominalAttDistinctValues": 2.0839393058107594, "J48.001.ErrRate": 0.030973, "MeanNominalAttDistinctValues": 3.303030303030303, "Quartile1StdDevOfNumericAtts": 12.41510882672215, "REPTreeDepth2AUC": 0.990292968380322, "CfsSubsetEval_kNN1NErrRate": 0.090233, "kNN1NAUC": 0.9358436363388793, "J48.001.Kappa": 0.9226281367371821, "MeanSkewnessOfNumericAtts": 1.6866033172698027, "Quartile2AttributeEntropy": 0.3781067408916, "REPTreeDepth2ErrRate": 0.034009, "CfsSubsetEval_kNN1NKappa": 0.7680378738380033, "kNN1NErrRate": 0.046131, "MajorityClassPercentage": 75.9652, "MeanStdDevOfNumericAtts": 413.6811406187207, "Quartile2KurtosisOfNumericAtts": 0.9934195840152473, "REPTreeDepth2Kappa": 0.9149479596677291, "ClassEntropy": 1.2034178134061593, "kNN1NKappa": 0.8826612887622864, "MajorityClassSize": 759652, "MinAttributeEntropy": 0.029095017205427738, "Quartile2MeansOfNumericAtts": 30.26249591775668, "REPTreeDepth3AUC": 0.990292968380322, "DecisionStumpAUC": 0.6534474096022539, "MaxAttributeEntropy": 2.1745679219952208, "MinKurtosisOfNumericAtts": -0.8771914437708759, "Quartile2MutualInformation": 0.01932133061515, "REPTreeDepth3ErrRate": 0.034009, "DecisionStumpErrRate": 0.170733, "MaxKurtosisOfNumericAtts": 7.425970877667172, "MinMeansOfNumericAtts": 1.204870029435 }, "tags": [ { "uploader": "2", "tag": "artificial" } ], "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": "10", "missing": "0", "distr": [ [ "?", "GB", "GK", "GS", "TN", "ZA", "ZF", "ZH", "ZM", "ZS" ], [ [ "4763", "105759", "704096", "65", "538", "29704" ], [ "372", "521", "568", "45", "555", "489" ], [ "334", "496", "545", "56", "514", "505" ], [ "392", "521", "555", "56", "540", "480" ], [ "324", "479", "544", "60", "70159", "451" ], [ "338", "536", "585", "62", "522", "484" ], [ "375", "532", "558", "49", "467", "485" ], [ "384", "464", "537", "53", "528", "511" ], [ "375", "523", "596", "52", "526", "488" ], [ "1801", "509", "51068", "57", "535", "11514" ] ] ] }, { "name": "product-type", "index": "1", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "C", "H", "G" ], [ [ "8434", "109300", "758545", "166", "73808", "44017" ], [ "522", "518", "528", "187", "509", "535" ], [ "502", "522", "579", "202", "567", "559" ] ] ] }, { "name": "steel", "index": "2", "type": "nominal", "distinct": "9", "missing": "0", "distr": [ [ "?", "R", "A", "U", "K", "M", "S", "W", "V" ], [ [ "364", "9113", "65376", "69", "20546", "498" ], [ "1896", "74985", "203868", "58", "530", "512" ], [ "1136", "558", "387946", "66", "50569", "40990" ], [ "375", "525", "568", "66", "561", "553" ], [ "414", "531", "56752", "46", "520", "535" ], [ "371", "12299", "10487", "66", "544", "529" ], [ "4135", "552", "6167", "64", "527", "514" ], [ "375", "512", "21373", "49", "538", "509" ], [ "392", "11265", "7115", "71", "549", "471" ] ] ] }, { "name": "carbon", "index": "3", "type": "numeric", "distinct": "94197", "missing": "0", "min": "-8", "max": "85", "mean": "5", "stdev": "16" }, { "name": "hardness", "index": "4", "type": "numeric", "distinct": "119264", "missing": "0", "min": "0", "max": "92", "mean": "15", "stdev": "27" }, { "name": "temper_rolling", "index": "5", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "T" ], [ [ "5276", "99711", "639537", "291", "66826", "8157" ], [ "4182", "10629", "120115", "264", "8058", "36954" ] ] ] }, { "name": "condition", "index": "6", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "?", "S", "A", "X" ], [ [ "4052", "19328", "196443", "144", "46159", "37880" ], [ "1795", "81373", "523555", "126", "5530", "2445" ], [ "1842", "4913", "30938", "139", "19632", "2389" ], [ "1769", "4726", "8716", "146", "3563", "2397" ] ] ] }, { "name": "formability", "index": "7", "type": "nominal", "distinct": "6", "missing": "0", "distr": [ [ "?", "1", "2", "3", "4", "5" ], [ [ "2071", "15396", "230089", "103", "3746", "29752" ], [ "1544", "4880", "43378", "86", "17064", "2989" ], [ "1414", "50402", "352904", "89", "3701", "3102" ], [ "1494", "29588", "90873", "97", "42891", "3074" ], [ "1490", "4916", "18113", "86", "3677", "3130" ], [ "1445", "5158", "24295", "94", "3805", "3064" ] ] ] }, { "name": "strength", "index": "8", "type": "numeric", "distinct": "74930", "missing": "0", "min": "0", "max": "733", "mean": "46", "stdev": "139" }, { "name": "non-ageing", "index": "9", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "N" ], [ [ "5408", "96700", "661056", "291", "24278", "36769" ], [ "4050", "13640", "98596", "264", "50606", "8342" ] ] ] }, { "name": "surface-finish", "index": "10", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "?", "P", "M" ], [ [ "6226", "94613", "752103", "196", "68717", "40166" ], [ "1611", "12442", "3774", "190", "3071", "2526" ], [ "1621", "3285", "3775", "169", "3096", "2419" ] ] ] }, { "name": "surface-quality", "index": "11", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "?", "D", "E", "F", "G" ], [ [ "2281", "78283", "85587", "112", "55567", "3864" ], [ "1801", "6733", "79790", "119", "4811", "3904" ], [ "1793", "6598", "313236", "93", "4854", "10958" ], [ "1824", "6763", "89458", "122", "4859", "3780" ], [ "1759", "11963", "191581", "109", "4793", "22605" ] ] ] }, { "name": "enamelability", "index": "12", "type": "nominal", "distinct": "6", "missing": "0", "distr": [ [ "?", "1", "2", "3", "4", "5" ], [ [ "7268", "96847", "750274", "90", "72204", "42498" ], [ "455", "530", "7215", "96", "544", "493" ], [ "416", "11297", "582", "98", "549", "515" ], [ "433", "513", "506", "93", "533", "535" ], [ "451", "584", "544", "94", "524", "560" ], [ "435", "569", "531", "84", "530", "510" ] ] ] }, { "name": "bc", "index": "13", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "8909", "109748", "758010", "270", "74333", "44561" ], [ "549", "592", "1642", "285", "551", "550" ] ] ] }, { "name": "bf", "index": "14", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "4785", "87013", "580892", "268", "60739", "33681" ], [ "4673", "23327", "178760", "287", "14145", "11430" ] ] ] }, { "name": "bt", "index": "15", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "4954", "86017", "682222", "252", "62871", "28572" ], [ "4504", "24323", "77430", "303", "12013", "16539" ] ] ] }, { "name": "bw%2Fme", "index": "16", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "?", "B", "M" ], [ [ "4160", "85396", "547123", "176", "53176", "28301" ], [ "2632", "18941", "153103", "194", "14912", "5606" ], [ "2666", "6003", "59426", "185", "6796", "11204" ] ] ] }, { "name": "bl", "index": "17", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "4911", "72788", "582799", "272", "59790", "33292" ], [ "4547", "37552", "176853", "283", "15094", "11819" ] ] ] }, { "name": "m", "index": "18", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "8889", "109827", "759094", "283", "74385", "44566" ], [ "569", "513", "558", "272", "499", "545" ] ] ] }, { "name": "chrom", "index": "19", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "C" ], [ [ "8936", "109795", "759104", "276", "45723", "44562" ], [ "522", "545", "548", "279", "29161", "549" ] ] ] }, { "name": "phos", "index": "20", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "P" ], [ [ "8694", "109532", "758836", "284", "66082", "44312" ], [ "764", "808", "816", "271", "8802", "799" ] ] ] }, { "name": "cbond", "index": "21", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "5041", "92674", "636282", "263", "60504", "30777" ], [ "4417", "17666", "123370", "292", "14380", "14334" ] ] ] }, { "name": "marvi", "index": "22", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "8937", "109786", "759104", "266", "74331", "44565" ], [ "521", "554", "548", "289", "553", "546" ] ] ] }, { "name": "exptl", "index": "23", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "6891", "109812", "759098", "254", "74342", "44551" ], [ "2567", "528", "554", "301", "542", "560" ] ] ] }, { "name": "ferro", "index": "24", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "8444", "109211", "758572", "281", "41065", "44043" ], [ "1014", "1129", "1080", "274", "33819", "1068" ] ] ] }, { "name": "corr", "index": "25", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "8931", "109799", "759112", "288", "74332", "44516" ], [ "527", "541", "540", "267", "552", "595" ] ] ] }, { "name": "blue%2Fbright%2Fvarn%2Fclean", "index": "26", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "?", "B", "R", "V", "C" ], [ [ "5041", "99262", "750189", "120", "67982", "39145" ], [ "966", "6012", "1998", "96", "1738", "1506" ], [ "910", "1728", "2118", "104", "1709", "1561" ], [ "1563", "1701", "2102", "109", "1702", "1431" ], [ "978", "1637", "3245", "126", "1753", "1468" ] ] ] }, { "name": "lustre", "index": "27", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "5725", "101941", "702269", "280", "64013", "32835" ], [ "3733", "8399", "57383", "275", "10871", "12276" ] ] ] }, { "name": "jurofm", "index": "28", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "8907", "109817", "759124", "278", "74359", "44550" ], [ "551", "523", "528", "277", "525", "561" ] ] ] }, { "name": "s", "index": "29", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "8932", "109762", "759096", "296", "74355", "44561" ], [ "526", "578", "556", "259", "529", "550" ] ] ] }, { "name": "p", "index": "30", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "?", "Y" ], [ [ "8948", "109791", "759104", "275", "74324", "44590" ], [ "510", "549", "548", "280", "560", "521" ] ] ] }, { "name": "shape", "index": "31", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "COIL", "SHEET" ], [ [ "4947", "30538", "351943", "284", "33725", "24243" ], [ "4511", "79802", "407709", "271", "41159", "20868" ] ] ] }, { "name": "thick", "index": "32", "type": "numeric", "distinct": "720607", "missing": "0", "min": "-1", "max": "6", "mean": "1", "stdev": "1" }, { "name": "width", "index": "33", "type": "numeric", "distinct": "586468", "missing": "0", "min": "-633", "max": "1946", "mean": "787", "stdev": "408" }, { "name": "len", "index": "34", "type": "numeric", "distinct": "194388", "missing": "0", "min": "-2146", "max": "8312", "mean": "1342", "stdev": "1892" }, { "name": "oil", "index": "35", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "?", "Y", "N" ], [ [ "4909", "104966", "690363", "169", "70156", "32817" ], [ "2195", "2658", "41551", "190", "2373", "9909" ], [ "2354", "2716", "27738", "196", "2355", "2385" ] ] ] }, { "name": "bore", "index": "36", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "0", "500", "600", "760" ], [ [ "3981", "100039", "706779", "110", "64114", "27636" ], [ "1813", "3459", "13407", "151", "3549", "5791" ], [ "1870", "3406", "36637", "142", "3559", "8364" ], [ "1794", "3436", "2829", "152", "3662", "3320" ] ] ] }, { "name": "packing", "index": "37", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "?", "1", "2", "3" ], [ [ "8120", "108701", "748152", "152", "73210", "43450" ], [ "467", "557", "594", "131", "548", "553" ], [ "417", "565", "1600", "134", "545", "544" ], [ "454", "517", "9306", "138", "581", "564" ] ] ] } ], "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 }