{ "data_id": "1187", "name": "BNG(wisconsin)", "exact_name": "BNG(wisconsin)", "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": "2014-11-12 12:20:02", "update_comment": null, "last_update": "2014-11-12 12:20:02", "licence": "public domain", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/150677\/BNG_wisconsin.arff", "kaggle_url": null, "default_target_attribute": "time", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "BNG(wisconsin)", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1000000, "NumberOfFeatures": 33, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 33, "NumberOfSymbolicFeatures": 0, "J48.001.Kappa": null, "MeanSkewnessOfNumericAtts": 0.9412454224028014, "Quartile1StdDevOfNumericAtts": 0.02072913807492654, "REPTreeDepth2AUC": null, "CfsSubsetEval_kNN1NErrRate": null, "kNN1NAUC": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 32.710945283245366, "Quartile2AttributeEntropy": null, "REPTreeDepth2ErrRate": null, "CfsSubsetEval_kNN1NKappa": null, "kNN1NErrRate": null, "MajorityClassSize": null, "MinAttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 0.46316555506101365, "REPTreeDepth2Kappa": null, "ClassEntropy": null, "kNN1NKappa": null, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.8047884546350286, "Quartile2MeansOfNumericAtts": 0.361376494249, "REPTreeDepth3AUC": null, "DecisionStumpAUC": null, "MaxKurtosisOfNumericAtts": 4.484329718674662, "MinMeansOfNumericAtts": 0.00393353636, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": null, "DecisionStumpErrRate": null, "MaxMeansOfNumericAtts": 1391.263464058064, "MinMutualInformation": null, "Quartile2SkewnessOfNumericAtts": 0.8484771790963128, "REPTreeDepth3Kappa": null, "DecisionStumpKappa": null, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 0.1635488410466049, "RandomTreeDepth1AUC": null, "Dimensionality": 3.3e-5, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -0.08761047490159286, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": null, "EquivalentNumberOfAtts": null, "MaxSkewnessOfNumericAtts": 2.111133629630924, "MinStdDevOfNumericAtts": 0.0018975086650666357, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 1.9347142031286095, "AutoCorrelation": -38.01850131135968, "RandomTreeDepth1Kappa": null, "J48.00001.AUC": null, "MaxStdDevOfNumericAtts": 572.9026839032648, "MinorityClassPercentage": null, "PercentageOfNumericFeatures": 100, "Quartile3MeansOfNumericAtts": 21.6563893420985, "CfsSubsetEval_DecisionStumpAUC": null, "RandomTreeDepth2AUC": null, "J48.00001.ErrRate": null, "MeanAttributeEntropy": null, "MinorityClassSize": null, "PercentageOfSymbolicFeatures": 0, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": null, "RandomTreeDepth2ErrRate": null, "J48.00001.Kappa": null, "MeanKurtosisOfNumericAtts": 1.0308301142493865, "NaiveBayesAUC": null, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 1.3423400566558574, "CfsSubsetEval_DecisionStumpKappa": null, "RandomTreeDepth2Kappa": null, "J48.0001.AUC": null, "MeanMeansOfNumericAtts": 85.950324174951, "NaiveBayesErrRate": null, "Quartile1KurtosisOfNumericAtts": 0.043477238283906594, "Quartile3StdDevOfNumericAtts": 4.949082444777439, "CfsSubsetEval_NaiveBayesAUC": null, "RandomTreeDepth3AUC": null, "J48.0001.ErrRate": null, "MeanMutualInformation": null, "NaiveBayesKappa": null, "Quartile1MeansOfNumericAtts": 0.088157866658, "REPTreeDepth1AUC": null, "CfsSubsetEval_NaiveBayesErrRate": null, "RandomTreeDepth3ErrRate": null, "J48.0001.Kappa": null, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "REPTreeDepth1ErrRate": null, "CfsSubsetEval_NaiveBayesKappa": null, "RandomTreeDepth3Kappa": null, "J48.001.AUC": null, "MeanNominalAttDistinctValues": null, "Quartile1SkewnessOfNumericAtts": 0.5360230048656198, "REPTreeDepth1Kappa": null, "CfsSubsetEval_kNN1NAUC": null, "StdvNominalAttDistinctValues": null, "J48.001.ErrRate": null }, "tags": [ { "uploader": "2", "tag": "artificial" }, { "uploader": "38960", "tag": "Biology" }, { "uploader": "1", "tag": "BNG" }, { "uploader": "38960", "tag": "Health" }, { "uploader": "38960", "tag": "Medical Diagnostics" }, { "uploader": "38960", "tag": "Medicine" } ], "features": [ { "name": "time", "index": "32", "type": "numeric", "distinct": "994623", "missing": "0", "target": "1", "min": "-11", "max": "168", "mean": "47", "stdev": "34" }, { "name": "lymph_node_status", "index": "0", "type": "numeric", "distinct": "377206", "missing": "0", "min": "-7", "max": "38", "mean": "3", "stdev": "6" }, { "name": "radius_mean", "index": "1", "type": "numeric", "distinct": "951575", "missing": "0", "min": "9", "max": "29", "mean": "17", "stdev": "3" }, { "name": "radius_se", "index": "2", "type": "numeric", "distinct": "962697", "missing": "0", "min": "9", "max": "41", "mean": "22", "stdev": "4" }, { "name": "radius_worst", "index": "3", "type": "numeric", "distinct": "992497", "missing": "0", "min": "58", "max": "199", "mean": "115", "stdev": "21" }, { "name": "texture_mean", "index": "4", "type": "numeric", "distinct": "999546", "missing": "0", "min": "195", "max": "2593", "mean": "968", "stdev": "347" }, { "name": "texture_se", "index": "5", "type": "numeric", "distinct": "64393", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "texture_worst", "index": "6", "type": "numeric", "distinct": "215665", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "perimeter_mean", "index": "7", "type": "numeric", "distinct": "279014", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "perimeter_se", "index": "8", "type": "numeric", "distinct": "156819", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "perimeter_worst", "index": "9", "type": "numeric", "distinct": "132432", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "area_mean", "index": "10", "type": "numeric", "distinct": "37252", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "area_se", "index": "11", "type": "numeric", "distinct": "596537", "missing": "0", "min": "0", "max": "2", "mean": "1", "stdev": "0" }, { "name": "area_worst", "index": "12", "type": "numeric", "distinct": "723172", "missing": "0", "min": "0", "max": "4", "mean": "1", "stdev": "1" }, { "name": "smoothness_mean", "index": "13", "type": "numeric", "distinct": "912000", "missing": "0", "min": "1", "max": "15", "mean": "4", "stdev": "2" }, { "name": "smoothness_se", "index": "14", "type": "numeric", "distinct": "995391", "missing": "0", "min": "-119", "max": "362", "mean": "70", "stdev": "47" }, { "name": "smoothness_worst", "index": "15", "type": "numeric", "distinct": "22236", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "compactness_mean", "index": "16", "type": "numeric", "distinct": "89052", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "compactness_se", "index": "17", "type": "numeric", "distinct": "101802", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "compactness_worst", "index": "18", "type": "numeric", "distinct": "31583", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "concavity_mean", "index": "19", "type": "numeric", "distinct": "53007", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "concavity_se", "index": "20", "type": "numeric", "distinct": "12149", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "concavity_worst", "index": "21", "type": "numeric", "distinct": "963223", "missing": "0", "min": "11", "max": "40", "mean": "21", "stdev": "4" }, { "name": "concave_points_mean", "index": "22", "type": "numeric", "distinct": "973637", "missing": "0", "min": "11", "max": "56", "mean": "30", "stdev": "6" }, { "name": "concave_points_se", "index": "23", "type": "numeric", "distinct": "994579", "missing": "0", "min": "66", "max": "269", "mean": "140", "stdev": "28" }, { "name": "concave_points_worst", "index": "24", "type": "numeric", "distinct": "999701", "missing": "0", "min": "127", "max": "4312", "mean": "1391", "stdev": "573" }, { "name": "symmetry_mean", "index": "25", "type": "numeric", "distinct": "113786", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "symmetry_se", "index": "26", "type": "numeric", "distinct": "451824", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "symmetry_worst", "index": "27", "type": "numeric", "distinct": "489528", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "fractal_dimension_mean", "index": "28", "type": "numeric", "distinct": "204420", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "fractal_dimension_se", "index": "29", "type": "numeric", "distinct": "283513", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "fractal_dimension_worst", "index": "30", "type": "numeric", "distinct": "105967", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "tumor_size", "index": "31", "type": "numeric", "distinct": "883561", "missing": "0", "min": "-3", "max": "15", "mean": "3", "stdev": "2" } ], "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 }