DEVELOPMENT... { "data_id": "706", "name": "sleuth_case1202", "exact_name": "sleuth_case1202", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nContains 110 data sets from the book 'The Statistical Sleuth'\nby Fred Ramsey and Dan Schafer; Duxbury Press, 1997.\n(schafer@stat.orst.edu) [14\/Oct\/97] (172k)\n\nNote: description taken from this web site:\nhttp:\/\/lib.stat.cmu.edu\/datasets\/\n\nFile: ..\/data\/sleuth\/case1202.asc\n\n\nInformation about the dataset\nCLASSTYPE: numeric\nCLASSINDEX: none specific", "format": "ARFF", "uploader": "unknown", "uploader_id": 2, "visibility": "public", "creator": "Ramsey, Fred, Daniel Schafer", "contributor": null, "date": "2014-10-04 13:55:00", "update_comment": "set target feature", "last_update": "2014-10-07 02:42:15", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/53006\/sleuth_case1202.arff", "default_target_attribute": "exper", "row_id_attribute": null, "ignore_attribute": null, "runs": 2, "suggest": { "input": [ "sleuth_case1202", "Contains 110 data sets from the book 'The Statistical Sleuth' by Fred Ramsey and Dan Schafer; Duxbury Press, 1997. (schafer@stat.orst.edu) [14\/Oct\/97] (172k) Note: description taken from this web site: http:\/\/lib.stat.cmu.edu\/datasets\/ File: ..\/data\/sleuth\/case1202.asc Information about the dataset CLASSTYPE: numeric CLASSINDEX: none specific " ], "weight": 5 }, "qualities": { "NumberOfInstances": 93, "NumberOfFeatures": 7, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 5, "NumberOfSymbolicFeatures": 2, "AutoCorrelation": -92.3804347826087, "CfsSubsetEval_DecisionStumpAUC": null, "CfsSubsetEval_DecisionStumpErrRate": null, "CfsSubsetEval_DecisionStumpKappa": null, "CfsSubsetEval_NaiveBayesAUC": null, "CfsSubsetEval_NaiveBayesErrRate": null, "CfsSubsetEval_NaiveBayesKappa": null, "CfsSubsetEval_kNN1NAUC": null, "CfsSubsetEval_kNN1NErrRate": null, "CfsSubsetEval_kNN1NKappa": null, "ClassEntropy": null, "DecisionStumpAUC": null, "DecisionStumpErrRate": null, "DecisionStumpKappa": null, "Dimensionality": 0.07526881720430108, "EquivalentNumberOfAtts": null, "J48.00001.AUC": null, "J48.00001.ErrRate": null, "J48.00001.Kappa": null, "J48.0001.AUC": null, "J48.0001.ErrRate": null, "J48.0001.Kappa": null, "J48.001.AUC": null, "J48.001.ErrRate": null, "J48.001.Kappa": null, "MajorityClassPercentage": null, "MajorityClassSize": null, "MaxAttributeEntropy": null, "MaxKurtosisOfNumericAtts": 1.3057409572153715, "MaxMeansOfNumericAtts": 10392.90335483871, "MaxMutualInformation": null, "MaxNominalAttDistinctValues": 5, "MaxSkewnessOfNumericAtts": 1.1649578862790706, "MaxStdDevOfNumericAtts": 1789.640910725095, "MeanAttributeEntropy": null, "MeanKurtosisOfNumericAtts": 0.1318222311583178, "MeanMeansOfNumericAtts": 3294.16615483871, "MeanMutualInformation": null, "MeanNoiseToSignalRatio": null, "MeanNominalAttDistinctValues": 3.5, "MeanSkewnessOfNumericAtts": 0.5917477788278198, "MeanStdDevOfNumericAtts": 548.1280734946344, "MinAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.183311519072212, "MinMeansOfNumericAtts": 82.27956989247312, "MinMutualInformation": null, "MinNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": -0.19458819487016363, "MinStdDevOfNumericAtts": 10.25476092125639, "MinorityClassPercentage": null, "MinorityClassSize": null, "NaiveBayesAUC": null, "NaiveBayesErrRate": null, "NaiveBayesKappa": null, "NumberOfBinaryFeatures": 1, "PercentageOfBinaryFeatures": 14.285714285714285, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 71.42857142857143, "PercentageOfSymbolicFeatures": 28.57142857142857, "Quartile1AttributeEntropy": null, "Quartile1KurtosisOfNumericAtts": -1.148724983163459, "Quartile1MeansOfNumericAtts": 91.6034946236559, "Quartile1MutualInformation": null, "Quartile1SkewnessOfNumericAtts": 0.08976475309966978, "Quartile1StdDevOfNumericAtts": 50.60087287596183, "Quartile2AttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 0.7313784985189322, "Quartile2MeansOfNumericAtts": 474.39784946236557, "Quartile2MutualInformation": null, "Quartile2SkewnessOfNumericAtts": 0.5988617995711575, "Quartile2StdDevOfNumericAtts": 140.21048926408022, "Quartile3AttributeEntropy": null, "Quartile3KurtosisOfNumericAtts": 1.1125913117997874, "Quartile3MeansOfNumericAtts": 7906.612967741936, "Quartile3MutualInformation": null, "Quartile3SkewnessOfNumericAtts": 1.090173794184301, "Quartile3StdDevOfNumericAtts": 1249.6140662285839, "REPTreeDepth1AUC": null, "REPTreeDepth1ErrRate": null, "REPTreeDepth1Kappa": null, "REPTreeDepth2AUC": null, "REPTreeDepth2ErrRate": null, "REPTreeDepth2Kappa": null, "REPTreeDepth3AUC": null, "REPTreeDepth3ErrRate": null, "REPTreeDepth3Kappa": null, "RandomTreeDepth1AUC": null, "RandomTreeDepth1ErrRate": null, "RandomTreeDepth1Kappa": null, "RandomTreeDepth2AUC": null, "RandomTreeDepth2ErrRate": null, "RandomTreeDepth2Kappa": null, "RandomTreeDepth3AUC": null, "RandomTreeDepth3ErrRate": null, "RandomTreeDepth3Kappa": null, "StdvNominalAttDistinctValues": 2.1213203435596424, "kNN1NAUC": null, "kNN1NErrRate": null, "kNN1NKappa": null }, "tags": [ { "tag": "StatLib", "uploader": "24659" }, { "tag": "study_239", "uploader": "0" } ], "features": [ { "name": "exper", "index": "6", "type": "numeric", "distinct": "79", "missing": "0", "target": "1", "min": "0", "max": "381", "mean": "101", "stdev": "91" }, { "name": "bsal", "index": "0", "type": "numeric", "distinct": "26", "missing": "0", "min": "3900", "max": "8100", "mean": "5420", "stdev": "710" }, { "name": "sal77", "index": "1", "type": "numeric", "distinct": "62", "missing": "0", "min": "7860", "max": "16320", "mean": "10393", "stdev": "1790" }, { "name": "fsex", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [] }, { "name": "senior", "index": "3", "type": "numeric", "distinct": "31", "missing": "0", "min": "65", "max": "98", "mean": "82", "stdev": "10" }, { "name": "age", "index": "4", "type": "numeric", "distinct": "86", "missing": "0", "min": "280", "max": "774", "mean": "474", "stdev": "140" }, { "name": "educ", "index": "5", "type": "nominal", "distinct": "5", "missing": "0", "distr": [] } ], "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 }