{ "data_id": "462", "name": "analcatdata_challenger", "exact_name": "analcatdata_challenger", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nanalcatdata A collection of data sets used in the book \"Analyzing Categorical Data,\"\nby Jeffrey S. Simonoff, Springer-Verlag, New York, 2003. The submission\nconsists of a zip file containing two versions of each of 84 data sets,\nplus this README file. Each data set is given in comma-delimited ASCII\n(.csv) form, and Microsoft Excel (.xls) form.\n\nNOTICE: These data sets may be used freely for scientific, educational and\/or\nnoncommercial purposes, provided suitable acknowledgment is given (by citing\nthe above-named reference).\n\nFurther details concerning the book, including information on statistical software\n(including sample S-PLUS\/R and SAS code), are available at the web site\n\nhttp:\/\/www.stern.nyu.edu\/~jsimonof\/AnalCatData\n\n\nInformation about the dataset\nCLASSTYPE: nominal\nCLASSINDEX: 4\n\n\nNote: Quotes, Single-Quotes and Backslashes were removed, Blanks replaced\nwith Underscores", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": null, "contributor": null, "date": "2014-09-28 23:51:13", "update_comment": "added ignore feature", "last_update": "2014-10-06 00:41:35", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/52574\/analcatdata_challenger.arff", "default_target_attribute": "Damaged", "row_id_attribute": null, "ignore_attribute": "\"Date\"", "runs": 35, "suggest": { "input": [ "analcatdata_challenger", "analcatdata A collection of data sets used in the book \"Analyzing Categorical Data,\" by Jeffrey S. Simonoff, Springer-Verlag, New York, 2003. The submission consists of a zip file containing two versions of each of 84 data sets, plus this README file. Each data set is given in comma-delimited ASCII (.csv) form, and Microsoft Excel (.xls) form. NOTICE: These data sets may be used freely for scientific, educational and\/or noncommercial purposes, provided suitable acknowledgment is given (by citing " ], "weight": 5 }, "qualities": { "NumberOfInstances": 23, "NumberOfFeatures": 6, "NumberOfClasses": 3, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1, "NumberOfSymbolicFeatures": 5, "DecisionStumpErrRate": 0.34782608695652173, "MaxKurtosisOfNumericAtts": 0.29312540114458496, "MinMeansOfNumericAtts": 69.56521739130434, "Quartile2MutualInformation": 0.10687461147119, "REPTreeDepth3ErrRate": 0.30434782608695654, "REPTreeDepth3Kappa": 0, "DecisionStumpKappa": 0.2610441767068274, "MaxMeansOfNumericAtts": 69.56521739130434, "MinMutualInformation": 0, "Quartile2SkewnessOfNumericAtts": -0.653705820713026, "RandomTreeDepth1AUC": 0.5753968253968254, "Dimensionality": 0.2608695652173913, "MaxMutualInformation": 0.1204641525919, "MinNominalAttDistinctValues": 1, "PercentageOfBinaryFeatures": 16.666666666666664, "Quartile2StdDevOfNumericAtts": 7.0570795334544725, "RandomTreeDepth1ErrRate": 0.391304347826087, "EquivalentNumberOfAtts": 15.165426357258013, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": -0.653705820713026, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": 1.214295263080721, "RandomTreeDepth1Kappa": 0.13025210084033614, "J48.00001.AUC": 0.6021394064872326, "MaxSkewnessOfNumericAtts": -0.653705820713026, "MinStdDevOfNumericAtts": 7.0570795334544725, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 0.29312540114458496, "AutoCorrelation": 0.5909090909090909, "RandomTreeDepth2AUC": 0.5753968253968254, "J48.00001.ErrRate": 0.34782608695652173, "MaxStdDevOfNumericAtts": 7.0570795334544725, "MinorityClassPercentage": 8.695652173913043, "PercentageOfNumericFeatures": 16.666666666666664, "Quartile3MeansOfNumericAtts": 69.56521739130434, "CfsSubsetEval_DecisionStumpAUC": 0.5029330572808833, "RandomTreeDepth2ErrRate": 0.391304347826087, "J48.00001.Kappa": 0.2610441767068274, "MeanAttributeEntropy": 0.7339959239921748, "MinorityClassSize": 2, "PercentageOfSymbolicFeatures": 83.33333333333334, "Quartile3MutualInformation": 0.1204641525919, "CfsSubsetEval_DecisionStumpErrRate": 0.391304347826087, "RandomTreeDepth2Kappa": 0.13025210084033614, "J48.0001.AUC": 0.6021394064872326, "MeanKurtosisOfNumericAtts": 0.29312540114458496, "NaiveBayesAUC": 0.7054865424430643, "Quartile1AttributeEntropy": 0, "Quartile3SkewnessOfNumericAtts": -0.653705820713026, "CfsSubsetEval_DecisionStumpKappa": 0.08810572687224677, "RandomTreeDepth3AUC": 0.5753968253968254, "J48.0001.ErrRate": 0.34782608695652173, "MeanMeansOfNumericAtts": 69.56521739130434, "NaiveBayesErrRate": 0.21739130434782608, "Quartile1KurtosisOfNumericAtts": 0.29312540114458496, "Quartile3StdDevOfNumericAtts": 7.0570795334544725, "CfsSubsetEval_NaiveBayesAUC": 0.5029330572808833, "RandomTreeDepth3ErrRate": 0.391304347826087, "J48.0001.Kappa": 0.2610441767068274, "MeanMutualInformation": 0.07577958802103, "NaiveBayesKappa": 0.46759259259259267, "Quartile1MeansOfNumericAtts": 69.56521739130434, "REPTreeDepth1AUC": 0.4632505175983437, "CfsSubsetEval_NaiveBayesErrRate": 0.391304347826087, "RandomTreeDepth3Kappa": 0.13025210084033614, "J48.001.AUC": 0.6021394064872326, "MeanNoiseToSignalRatio": 8.685931834156708, "NumberOfBinaryFeatures": 1, "Quartile1MutualInformation": 0, "REPTreeDepth1ErrRate": 0.30434782608695654, "CfsSubsetEval_NaiveBayesKappa": 0.08810572687224677, "StdvNominalAttDistinctValues": 0.9574271077563381, "J48.001.ErrRate": 0.34782608695652173, "MeanNominalAttDistinctValues": 2.25, "Quartile1SkewnessOfNumericAtts": -0.653705820713026, "REPTreeDepth1Kappa": 0, "CfsSubsetEval_kNN1NAUC": 0.5029330572808833, "kNN1NAUC": 0.6131815044858523, "J48.001.Kappa": 0.2610441767068274, "MeanSkewnessOfNumericAtts": -0.653705820713026, "Quartile1StdDevOfNumericAtts": 7.0570795334544725, "REPTreeDepth2AUC": 0.4632505175983437, "CfsSubsetEval_kNN1NErrRate": 0.391304347826087, "kNN1NErrRate": 0.43478260869565216, "MajorityClassPercentage": 69.56521739130434, "MeanStdDevOfNumericAtts": 7.0570795334544725, "Quartile2AttributeEntropy": 0.9876925088958034, "REPTreeDepth2ErrRate": 0.30434782608695654, "CfsSubsetEval_kNN1NKappa": 0.08810572687224677, "ClassEntropy": 1.149229761516282, "kNN1NKappa": 0.0873015873015872, "MajorityClassSize": 16, "MinAttributeEntropy": -0, "Quartile2KurtosisOfNumericAtts": 0.29312540114458496, "REPTreeDepth2Kappa": 0, "DecisionStumpAUC": 0.6021394064872326, "MaxAttributeEntropy": 1.214295263080721, "MinKurtosisOfNumericAtts": 0.29312540114458496, "Quartile2MeansOfNumericAtts": 69.56521739130434, "REPTreeDepth3AUC": 0.4632505175983437 }, "tags": [ { "tag": "study_1", "uploader": "2" } ], "features": [ { "name": "Damaged", "index": "3", "type": "nominal", "distinct": "3", "missing": "0", "target": "1", "distr": [ [ "0", "1", "2" ], [ [ "16", "0", "0" ], [ "0", "5", "0" ], [ "0", "0", "2" ] ] ] }, { "name": "Date", "index": "0", "type": "nominal", "distinct": "23", "missing": "0", "ignore": "1", "distr": [ [ "1\/12\/86", "1\/24\/85", "10\/3\/85", "10\/30\/85", "10\/5\/84", "11\/11\/82", "11\/12\/81", "11\/26\/85", "11\/28\/83", "11\/8\/84", "2\/3\/84", "3\/22\/82", "4\/12\/81", "4\/12\/85", "4\/29\/85", "4\/4\/83", "4\/6\/84", "6\/17\/85", "6\/18\/83", "7\/29\/85", "8\/27\/85", "8\/30\/83", "8\/30\/84" ], [ [ "0", "1", "0" ], [ "0", "0", "1" ], [ "1", "0", "0" ], [ "0", "0", "1" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "0", "1", "0" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "0", "1", "0" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "0", "1", "0" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "1", "0", "0" ], [ "0", "1", "0" ] ] ] }, { "name": "Temperature", "index": "1", "type": "numeric", "distinct": "16", "missing": "0", "min": "53", "max": "81", "mean": "70", "stdev": "7" }, { "name": "Pressure", "index": "2", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "50", "100", "200" ], [ [ "5", "1", "0" ], [ "2", "0", "0" ], [ "9", "4", "2" ] ] ] }, { "name": "O-rings", "index": "4", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "6" ], [ [ "16", "5", "2" ] ] ] }, { "name": "Nozzle_joint", "index": "5", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "11", "1", "1" ], [ "5", "4", "1" ] ] ] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 2, "total_downloads": 2, "reach": 2, "reuse": 6, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 6 }