{ "data_id": "272", "name": "BNG(zoo)", "exact_name": "BNG(zoo)", "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": "2014-04-29 17:29:53", "update_comment": null, "last_update": "2014-04-29 17:29:53", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/6363\/BNG_zoo.arff", "default_target_attribute": "type", "row_id_attribute": null, "ignore_attribute": "animal", "runs": 291, "suggest": { "input": [ "BNG(zoo)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 17, "NumberOfClasses": 7, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1, "NumberOfSymbolicFeatures": 16, "Quartile2SkewnessOfNumericAtts": 0.29657249384922924, "REPTreeDepth3Kappa": 0.9171444260006072, "DecisionStumpKappa": 0.4211875835816608, "MaxMeansOfNumericAtts": 3.079610348081967, "MinMutualInformation": 0.00116030738048, "PercentageOfBinaryFeatures": 88.23529411764706, "Quartile2StdDevOfNumericAtts": 2.2067419502944525, "RandomTreeDepth1AUC": 0.9636080608124241, "Dimensionality": 1.7e-5, "MaxMutualInformation": 0.78834663429255, "MinNominalAttDistinctValues": 2, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": 0.9872947473217042, "RandomTreeDepth1ErrRate": 0.071466, "EquivalentNumberOfAtts": 6.41538724974987, "MaxNominalAttDistinctValues": 100, "MinSkewnessOfNumericAtts": 0.29657249384922924, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": -0.4794325484228188, "AutoCorrelation": 0.23387323387323386, "RandomTreeDepth1Kappa": 0.9066807086446925, "J48.00001.AUC": 0.994715458765487, "MaxSkewnessOfNumericAtts": 0.29657249384922924, "MinStdDevOfNumericAtts": 2.2067419502944525, "PercentageOfNumericFeatures": 5.88235294117647, "Quartile3MeansOfNumericAtts": 3.079610348081967, "CfsSubsetEval_DecisionStumpAUC": 0.9937498246255, "RandomTreeDepth2AUC": 0.9636080608124241, "J48.00001.ErrRate": 0.04685, "MaxStdDevOfNumericAtts": 2.2067419502944525, "MinorityClassPercentage": 4.2791999999999994, "PercentageOfSymbolicFeatures": 94.11764705882352, "Quartile3MutualInformation": 0.628611165536455, "CfsSubsetEval_DecisionStumpErrRate": 0.061885, "RandomTreeDepth2ErrRate": 0.071466, "J48.00001.Kappa": 0.9388072341022801, "MeanAttributeEntropy": 1.2072126529303573, "MinorityClassSize": 42792, "Quartile1AttributeEntropy": 0.7574237814535857, "Quartile3SkewnessOfNumericAtts": 0.29657249384922924, "CfsSubsetEval_DecisionStumpKappa": 0.9191700561068014, "RandomTreeDepth2Kappa": 0.9066807086446925, "J48.0001.AUC": 0.994715458765487, "MeanKurtosisOfNumericAtts": -0.4794325484228188, "NaiveBayesAUC": 0.9958374886386832, "Quartile1KurtosisOfNumericAtts": -0.4794325484228188, "Quartile3StdDevOfNumericAtts": 2.2067419502944525, "CfsSubsetEval_NaiveBayesAUC": 0.9937498246255, "RandomTreeDepth3AUC": 0.9636080608124241, "J48.0001.ErrRate": 0.04685, "MeanMeansOfNumericAtts": 3.079610348081967, "NaiveBayesErrRate": 0.071345, "Quartile1MeansOfNumericAtts": 3.079610348081967, "REPTreeDepth1AUC": 0.9863990506885372, "CfsSubsetEval_NaiveBayesErrRate": 0.061885, "RandomTreeDepth3ErrRate": 0.071466, "J48.0001.Kappa": 0.9388072341022801, "MeanMutualInformation": 0.3770434234064894, "NaiveBayesKappa": 0.9071639744709563, "Quartile1MutualInformation": 0.1696907479208975, "REPTreeDepth1ErrRate": 0.063402, "CfsSubsetEval_NaiveBayesKappa": 0.9191700561068014, "RandomTreeDepth3Kappa": 0.9066807086446925, "J48.001.AUC": 0.994715458765487, "MeanNoiseToSignalRatio": 2.2017867916207225, "NumberOfBinaryFeatures": 15, "Quartile1SkewnessOfNumericAtts": 0.29657249384922924, "REPTreeDepth1Kappa": 0.9171444260006072, "CfsSubsetEval_kNN1NAUC": 0.9937498246255, "StdvNominalAttDistinctValues": 23.72359212955349, "J48.001.ErrRate": 0.04685, "MeanNominalAttDistinctValues": 8.058823529411763, "Quartile1StdDevOfNumericAtts": 2.2067419502944525, "REPTreeDepth2AUC": 0.9863990506885372, "CfsSubsetEval_kNN1NErrRate": 0.061885, "kNN1NAUC": 0.9908293210550749, "J48.001.Kappa": 0.9388072341022801, "MeanSkewnessOfNumericAtts": 0.29657249384922924, "Quartile2AttributeEntropy": 0.8972686491113071, "REPTreeDepth2ErrRate": 0.063402, "CfsSubsetEval_kNN1NKappa": 0.9191700561068014, "kNN1NErrRate": 0.055709, "MajorityClassPercentage": 39.650400000000005, "MeanStdDevOfNumericAtts": 2.2067419502944525, "Quartile2KurtosisOfNumericAtts": -0.4794325484228188, "REPTreeDepth2Kappa": 0.9171444260006072, "ClassEntropy": 2.4188795711240334, "kNN1NKappa": 0.9272173668064995, "MajorityClassSize": 396504, "MinAttributeEntropy": 0.5098940886891715, "Quartile2MeansOfNumericAtts": 3.079610348081967, "REPTreeDepth3AUC": 0.9863990506885372, "DecisionStumpAUC": 0.8170205248398665, "MaxAttributeEntropy": 6.632485246547621, "MinKurtosisOfNumericAtts": -0.4794325484228188, "Quartile2MutualInformation": 0.363947675330375, "REPTreeDepth3ErrRate": 0.063402, "DecisionStumpErrRate": 0.416594, "MaxKurtosisOfNumericAtts": -0.4794325484228188, "MinMeansOfNumericAtts": 3.079610348081967 }, "tags": [ { "uploader": "2", "tag": "artificial" }, { "uploader": "1", "tag": "study_16" } ], "features": [ { "name": "type", "index": "17", "type": "nominal", "distinct": "7", "missing": "0", "target": "1", "distr": [ [ "mammal", "bird", "reptile", "fish", "amphibian", "insect", "invertebrate" ], [ [ "396504", "0", "0", "0", "0", "0", "0" ], [ "0", "196463", "0", "0", "0", "0", "0" ], [ "0", "0", "52873", "0", "0", "0", "0" ], [ "0", "0", "0", "129112", "0", "0", "0" ], [ "0", "0", "0", "0", "42792", "0", "0" ], [ "0", "0", "0", "0", "0", "81387", "0" ], [ "0", "0", "0", "0", "0", "0", "100869" ] ] ] }, { "name": "animal", "index": "0", "type": "nominal", "distinct": "100", "missing": "0", "ignore": "1", "distr": [ [ "aardvark", "antelope", "bass", "bear", "boar", "buffalo", "calf", "carp", "catfish", "cavy", "cheetah", "chicken", "chub", "clam", "crab", "crayfish", "crow", "deer", "dogfish", "dolphin", "dove", "duck", "elephant", "flamingo", "flea", "frog", "fruitbat", "giraffe", "girl", "gnat", "goat", "gorilla", "gull", "haddock", "hamster", "hare", "hawk", "herring", "honeybee", "housefly", "kiwi", "ladybird", "lark", "leopard", "lion", "lobster", "lynx", "mink", "mole", "mongoose", "moth", "newt", "octopus", "opossum", "oryx", "ostrich", "parakeet", "penguin", "pheasant", "pike", "piranha", "pitviper", "platypus", "polecat", "pony", "porpoise", "puma", "pussycat", "raccoon", "reindeer", "rhea", "scorpion", "seahorse", "seal", "sealion", "seasnake", "seawasp", "skimmer", "skua", "slowworm", "slug", "sole", "sparrow", "squirrel", "starfish", "stingray", "swan", "termite", "toad", "tortoise", "tuatara", "tuna", "vampire", "vole", "vulture", "wallaby", "wasp", "wolf", "worm", "wren" ], [ [ "6480", "1437", "466", "983", "391", "684", "784" ], [ "6642", "1379", "454", "1014", "415", "699", "863" ], [ "2152", "1408", "503", "3022", "367", "707", "824" ], [ "6364", "1399", "458", "999", "361", "710", "846" ], [ "6559", "1461", "453", "982", "407", "714", "805" ], [ "6591", "1458", "462", "1066", "392", "691", "835" ], [ "6507", "1443", "498", "996", "362", "720", "819" ], [ "2180", "1417", "483", "3053", "410", "691", "822" ], [ "2117", "1468", "454", "3126", "432", "732", "822" ], [ "6471", "1451", "463", "981", "380", "690", "860" ], [ "6523", "1344", "511", "1025", "379", "663", "871" ], [ "2172", "4159", "484", "995", "367", "700", "879" ], [ "2225", "1397", "471", "3123", "400", "748", "831" ], [ "2145", "1399", "469", "1027", "386", "711", "2626" ], [ "2184", "1389", "492", "993", "386", "713", "2557" ], [ "2269", "1461", "468", "1014", "433", "688", "2519" ], [ "2156", "4232", "489", "1035", "381", "723", "926" ], [ "6481", "1392", "513", "1127", "394", "698", "826" ], [ "2232", "1369", "493", "3136", "406", "704", "821" ], [ "6558", "1373", "482", "1025", "389", "690", "826" ], [ "2194", "4306", "495", "1041", "392", "710", "827" ], [ "2164", "4338", "508", "1053", "395", "714", "876" ], [ "6495", "1346", "486", "992", "383", "672", "852" ], [ "2256", "4296", "468", "1013", "436", "682", "874" ], [ "2173", "1425", "488", "1005", "398", "2196", "853" ], [ "2150", "1388", "469", "1045", "1901", "678", "883" ], [ "6478", "1384", "487", "1007", "384", "734", "816" ], [ "6490", "1335", "514", "970", "362", "674", "898" ], [ "6651", "1369", "490", "990", "409", "712", "831" ], [ "2255", "1407", "485", "1076", "386", "2056", "837" ], [ "6678", "1399", "460", "1051", "393", "740", "851" ], [ "6508", "1374", "439", "988", "430", "744", "850" ], [ "2133", "4132", "456", "1037", "439", "745", "845" ], [ "2227", "1440", "455", "2979", "430", "717", "822" ], [ "6567", "1419", "510", "1018", "409", "684", "823" ], [ "6416", "1386", "505", "1045", "436", "685", "795" ], [ "2181", "4260", "524", "998", "384", "682", "809" ], [ "2233", "1466", "524", "3093", "410", "751", "811" ], [ "2278", "1398", "488", "1046", "405", "2070", "837" ], [ "2115", "1437", "469", "1027", "375", "2093", "893" ], [ "2231", "4216", "479", "1049", "403", "690", "826" ], [ "2188", "1397", "518", "1002", "400", "2192", "830" ], [ "2194", "4151", "484", "1027", "405", "637", "873" ], [ "6490", "1384", "486", "1058", "381", "690", "807" ], [ "6663", "1288", "499", "1051", "391", "679", "809" ], [ "2153", "1361", "460", "1005", "412", "692", "2503" ], [ "6413", "1421", "482", "1032", "357", "710", "862" ], [ "6597", "1384", "510", "1003", "388", "704", "808" ], [ "6549", "1440", "495", "1053", "409", "734", "830" ], [ "6579", "1424", "496", "1047", "388", "690", "820" ], [ "2140", "1345", "446", "1066", "338", "2084", "863" ], [ "2132", "1387", "434", "994", "1209", "682", "893" ], [ "2283", "1426", "490", "1081", "390", "657", "2525" ], [ "6675", "1424", "484", "974", "397", "735", "855" ], [ "6572", "1373", "479", "1006", "357", "711", "832" ], [ "2191", "4204", "489", "988", "420", "699", "845" ], [ "2162", "4187", "475", "991", "377", "728", "856" ], [ "2233", "4156", "511", "1013", "436", "672", "809" ], [ "2148", "4204", "458", "1040", "390", "707", "826" ], [ "2224", "1363", "470", "3069", "433", "715", "849" ], [ "2150", "1432", "498", "3142", "401", "707", "773" ], [ "2125", "1419", "1431", "1025", "430", "686", "809" ], [ "6472", "1403", "465", "1017", "426", "695", "836" ], [ "6511", "1446", "475", "1027", "356", "710", "832" ], [ "6531", "1479", "447", "1033", "383", "733", "863" ], [ "6614", "1383", "465", "1062", "409", "709", "835" ], [ "6514", "1422", "494", "1068", "416", "679", "881" ], [ "6540", "1399", "452", "1033", "415", "715", "811" ], [ "6495", "1368", "491", "1021", "406", "644", "828" ], [ "6460", "1401", "472", "1017", "425", "685", "812" ], [ "2218", "4164", "465", "1046", "364", "662", "794" ], [ "2165", "1398", "495", "987", "403", "699", "2607" ], [ "2209", "1383", "492", "3030", "383", "760", "847" ], [ "6454", "1422", "542", "1038", "402", "727", "826" ], [ "6652", "1330", "477", "1015", "409", "707", "791" ], [ "2223", "1421", "1451", "1014", "427", "663", "846" ], [ "2212", "1385", "489", "1022", "381", "665", "2653" ], [ "2170", "4221", "436", "1012", "431", "668", "863" ], [ "2109", "4228", "494", "1073", "374", "704", "827" ], [ "2171", "1387", "1378", "1032", "395", "643", "794" ], [ "2191", "1445", "470", "1020", "403", "728", "2507" ], [ "2201", "1409", "448", "3072", "429", "752", "816" ], [ "2243", "4222", "437", "1024", "367", "722", "888" ], [ "6385", "1457", "515", "1059", "408", "682", "827" ], [ "2076", "1423", "536", "1041", "402", "756", "2560" ], [ "2139", "1402", "446", "3004", "395", "646", "841" ], [ "2105", "4172", "460", "1013", "376", "703", "841" ], [ "2265", "1392", "487", "1018", "408", "2028", "857" ], [ "2173", "1418", "509", "1047", "1157", "683", "859" ], [ "2122", "1378", "1451", "1073", "411", "696", "864" ], [ "2128", "1393", "1427", "1031", "368", "706", "807" ], [ "2165", "1380", "474", "3049", "369", "697", "826" ], [ "6469", "1393", "469", "1076", "412", "698", "791" ], [ "6501", "1390", "481", "972", "395", "657", "871" ], [ "2262", "4202", "473", "1015", "399", "736", "835" ], [ "6533", "1407", "466", "1024", "396", "706", "838" ], [ "2180", "1387", "497", "997", "374", "2183", "784" ], [ "6556", "1401", "524", "1045", "385", "716", "838" ], [ "2198", "1438", "520", "1025", "421", "708", "2482" ], [ "2150", "4187", "443", "1048", "405", "700", "843" ] ] ] }, { "name": "hair", "index": "1", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "23535", "191802", "48534", "124582", "38535", "40899", "96242" ], [ "372969", "4661", "4339", "4530", "4257", "40488", "4627" ] ] ] }, { "name": "feathers", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "391786", "4578", "48499", "124477", "38486", "76914", "96260" ], [ "4718", "191885", "4374", "4635", "4306", "4473", "4609" ] ] ] }, { "name": "eggs", "index": "3", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "382411", "4647", "13293", "4542", "4338", "4648", "13849" ], [ "14093", "191816", "39580", "124570", "38454", "76739", "87020" ] ] ] }, { "name": "milk", "index": "4", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "4792", "191694", "48464", "124452", "38468", "76939", "96288" ], [ "391712", "4769", "4409", "4660", "4324", "4448", "4581" ] ] ] }, { "name": "airborne", "index": "5", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "372585", "41839", "48385", "124466", "38522", "22446", "96236" ], [ "23919", "154624", "4488", "4646", "4270", "58941", "4633" ] ] ] }, { "name": "aquatic", "index": "6", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "334879", "133415", "37919", "8716", "7634", "71391", "41269" ], [ "61625", "63048", "14954", "120396", "35158", "9996", "59600" ] ] ] }, { "name": "predator", "index": "7", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "192579", "100549", "25346", "60967", "20639", "43758", "46819" ], [ "203925", "95914", "27527", "68145", "22153", "37629", "54050" ] ] ] }, { "name": "toothed", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "15197", "189567", "14834", "6765", "5954", "74944", "92987" ], [ "381307", "6896", "38039", "122347", "36838", "6443", "7882" ] ] ] }, { "name": "backbone", "index": "9", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "4649", "4726", "4433", "4655", "4266", "76962", "96309" ], [ "391855", "191737", "48440", "124457", "38526", "4425", "4560" ] ] ] }, { "name": "breathes", "index": "10", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "8859", "8981", "14907", "120582", "7430", "8912", "67601" ], [ "387645", "187482", "37966", "8530", "35362", "72475", "33268" ] ] ] }, { "name": "venomous", "index": "11", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "388326", "189585", "31070", "113499", "29042", "57738", "77405" ], [ "8178", "6878", "21803", "15613", "13750", "23649", "23464" ] ] ] }, { "name": "fins", "index": "12", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "348897", "185552", "42614", "9816", "34554", "71367", "88863" ], [ "47607", "10911", "10259", "119296", "8238", "10020", "12006" ] ] ] }, { "name": "legs", "index": "13", "type": "numeric", "distinct": "110794", "missing": "0", "min": "0", "max": "8", "mean": "3", "stdev": "2" }, { "name": "tail", "index": "14", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "63709", "6862", "7211", "6695", "29090", "74757", "86256" ], [ "332795", "189601", "45662", "122417", "13702", "6630", "14613" ] ] ] }, { "name": "domestic", "index": "15", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "316714", "163537", "48475", "115229", "38564", "67902", "96294" ], [ "79790", "32926", "4398", "13883", "4228", "13485", "4575" ] ] ] }, { "name": "catsize", "index": "16", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "false", "true" ], [ [ "92392", "133947", "36779", "85530", "34695", "71039", "82708" ], [ "304112", "62516", "16094", "43582", "8097", "10348", "18161" ] ] ] } ], "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 }