DEVELOPMENT... { "data_id": "255", "name": "BNG(cmc)", "exact_name": "BNG(cmc)", "version": 1, "version_label": "1", "description": "", "format": "ARFF", "uploader": "Jason ", "uploader_id": 1, "visibility": "public", "creator": "\"Geoffrey Holmes\",\"Bernhard Pfahringer\",\"Jan van Rijn\",\"Joaquin Vanschoren\"", "contributor": null, "date": "2014-04-28 15:37:57", "update_comment": null, "last_update": "2014-04-28 15:37:57", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/5630\/BNG_cmc.arff", "default_target_attribute": "Contraceptive_method_used", "row_id_attribute": null, "ignore_attribute": null, "runs": 965, "suggest": { "input": [ "BNG(cmc)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 55296, "NumberOfFeatures": 10, "NumberOfClasses": 3, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 2, "NumberOfSymbolicFeatures": 8, "AutoCorrelation": 0.35509539741387103, "CfsSubsetEval_DecisionStumpAUC": 0.7079557728582438, "CfsSubsetEval_DecisionStumpErrRate": 0.44288917824074076, "CfsSubsetEval_DecisionStumpKappa": 0.3113651469019138, "CfsSubsetEval_NaiveBayesAUC": 0.7079557728582438, "CfsSubsetEval_NaiveBayesErrRate": 0.44288917824074076, "CfsSubsetEval_NaiveBayesKappa": 0.3113651469019138, "CfsSubsetEval_kNN1NAUC": 0.7079557728582438, "CfsSubsetEval_kNN1NErrRate": 0.44288917824074076, "CfsSubsetEval_kNN1NKappa": 0.3113651469019138, "ClassEntropy": 1.5386700242390772, "DecisionStumpAUC": 0.5778705088269857, "DecisionStumpErrRate": 0.5523365162037037, "DecisionStumpKappa": 0.15217830175565578, "Dimensionality": 0.0001808449074074074, "EquivalentNumberOfAtts": 54.028852146140544, "J48.00001.AUC": 0.7009205299199321, "J48.00001.ErrRate": 0.4432508680555556, "J48.00001.Kappa": 0.30994558745610484, "J48.0001.AUC": 0.7009205299199321, "J48.0001.ErrRate": 0.4432508680555556, "J48.0001.Kappa": 0.30994558745610484, "J48.001.AUC": 0.7009205299199321, "J48.001.ErrRate": 0.4432508680555556, "J48.001.Kappa": 0.30994558745610484, "MajorityClassPercentage": 42.6197193287037, "MajorityClassSize": 23567, "MaxAttributeEntropy": 1.8711440836777449, "MaxKurtosisOfNumericAtts": 0.7706791387138678, "MaxMeansOfNumericAtts": 32.56203415013744, "MaxMutualInformation": 0.07116423354502, "MaxNominalAttDistinctValues": 4, "MaxSkewnessOfNumericAtts": 1.010292874296068, "MaxStdDevOfNumericAtts": 8.227193796131264, "MeanAttributeEntropy": 1.2302210371344358, "MeanKurtosisOfNumericAtts": -0.09287618208151649, "MeanMeansOfNumericAtts": 17.913357144033927, "MeanMutualInformation": 0.02847867321106857, "MeanNoiseToSignalRatio": 42.197975833238466, "MeanNominalAttDistinctValues": 3.125, "MeanSkewnessOfNumericAtts": 0.6349896367565343, "MeanStdDevOfNumericAtts": 5.283469130973664, "MinAttributeEntropy": 0.39140313050723713, "MinKurtosisOfNumericAtts": -0.9564315028769008, "MinMeansOfNumericAtts": 3.2646801379304105, "MinMutualInformation": 0.00311962294887, "MinNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": 0.2596863992170007, "MinStdDevOfNumericAtts": 2.3397444658160653, "MinorityClassPercentage": 22.509765625, "MinorityClassSize": 12447, "NaiveBayesAUC": 0.6899931165081491, "NaiveBayesErrRate": 0.48835358796296297, "NaiveBayesKappa": 0.25838684658393896, "NumberOfBinaryFeatures": 3, "PercentageOfBinaryFeatures": 30, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 20, "PercentageOfSymbolicFeatures": 80, "Quartile1AttributeEntropy": 0.612350853498725, "Quartile1KurtosisOfNumericAtts": -0.9564315028769008, "Quartile1MeansOfNumericAtts": 3.2646801379304105, "Quartile1MutualInformation": 0.0100154702513, "Quartile1SkewnessOfNumericAtts": 0.2596863992170007, "Quartile1StdDevOfNumericAtts": 2.3397444658160653, "Quartile2AttributeEntropy": 1.4674317458734099, "Quartile2KurtosisOfNumericAtts": -0.09287618208151649, "Quartile2MeansOfNumericAtts": 17.913357144033924, "Quartile2MutualInformation": 0.03022761438771, "Quartile2SkewnessOfNumericAtts": 0.6349896367565344, "Quartile2StdDevOfNumericAtts": 5.283469130973664, "Quartile3AttributeEntropy": 1.7667707988363959, "Quartile3KurtosisOfNumericAtts": 0.7706791387138678, "Quartile3MeansOfNumericAtts": 32.56203415013744, "Quartile3MutualInformation": 0.03923562284896, "Quartile3SkewnessOfNumericAtts": 1.010292874296068, "Quartile3StdDevOfNumericAtts": 8.227193796131264, "REPTreeDepth1AUC": 0.7074435114638705, "REPTreeDepth1ErrRate": 0.45361328125, "REPTreeDepth1Kappa": 0.2924086118531553, "REPTreeDepth2AUC": 0.7074435114638705, "REPTreeDepth2ErrRate": 0.45361328125, "REPTreeDepth2Kappa": 0.2924086118531553, "REPTreeDepth3AUC": 0.7074435114638705, "REPTreeDepth3ErrRate": 0.45361328125, "REPTreeDepth3Kappa": 0.2924086118531553, "RandomTreeDepth1AUC": 0.5902685503090401, "RandomTreeDepth1ErrRate": 0.5304904513888888, "RandomTreeDepth1Kappa": 0.1795787598849843, "RandomTreeDepth2AUC": 0.5902685503090401, "RandomTreeDepth2ErrRate": 0.5304904513888888, "RandomTreeDepth2Kappa": 0.1795787598849843, "RandomTreeDepth3AUC": 0.5902685503090401, "RandomTreeDepth3ErrRate": 0.5304904513888888, "RandomTreeDepth3Kappa": 0.1795787598849843, "StdvNominalAttDistinctValues": 0.9910312089651149, "kNN1NAUC": 0.5928637737633861, "kNN1NErrRate": 0.5276150173611112, "kNN1NKappa": 0.18486530131892978 }, "tags": [ { "tag": "artificial", "uploader": "2" }, { "tag": "study_1", "uploader": "2" }, { "tag": "study_16", "uploader": "1" }, { "tag": "study_41", "uploader": "1" }, { "tag": "study_7", "uploader": "64" }, { "tag": "study_282", "uploader": "0" } ], "features": [ { "name": "Contraceptive_method_used", "index": "9", "type": "nominal", "distinct": "3", "missing": "0", "target": "1", "distr": [ [ "1", "2", "3" ], [ [ "23567", "0", "0" ], [ "0", "12447", "0" ], [ "0", "0", "19282" ] ] ] }, { "name": "Wifes_age", "index": "0", "type": "numeric", "distinct": "55249", "missing": "0", "min": "14", "max": "54", "mean": "33", "stdev": "8" }, { "name": "Wifes_education", "index": "1", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "1", "2", "3", "4" ], [ [ "3931", "333", "1502" ], [ "6551", "1420", "4612" ], [ "6588", "3010", "5991" ], [ "6497", "7684", "7177" ] ] ] }, { "name": "Husbands_education", "index": "2", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "1", "2", "3", "4" ], [ [ "1240", "412", "171" ], [ "3839", "631", "2354" ], [ "5987", "1871", "5367" ], [ "12501", "9533", "11390" ] ] ] }, { "name": "Number_of_children_ever_born", "index": "3", "type": "numeric", "distinct": "34844", "missing": "0", "min": "-1", "max": "15", "mean": "3", "stdev": "2" }, { "name": "Wifes_religion", "index": "4", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "2806", "2870", "2674" ], [ "20761", "9577", "16608" ] ] ] }, { "name": "Wifes_now_working%3F", "index": "5", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "6475", "3382", "4132" ], [ "17092", "9065", "15150" ] ] ] }, { "name": "Husbands_occupation", "index": "6", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "1", "2", "3", "4" ], [ [ "5924", "5840", "4630" ], [ "7469", "2906", "5507" ], [ "9598", "3470", "8749" ], [ "576", "231", "396" ] ] ] }, { "name": "Standard-of-living_index", "index": "7", "type": "nominal", "distinct": "4", "missing": "0", "distr": [ [ "1", "2", "3", "4" ], [ [ "3064", "389", "1528" ], [ "4410", "1154", "3056" ], [ "6933", "3408", "6037" ], [ "9160", "7496", "8661" ] ] ] }, { "name": "Media_exposure", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "20734", "12023", "18283" ], [ "2833", "424", "999" ] ] ] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 9, "total_downloads": 11, "reach": 9, "reuse": 9, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 9 }