{ "data_id": "711", "name": "visualizing_ethanol", "exact_name": "visualizing_ethanol", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nThis S dump contains 22 data sets from the\nbook Visualizing Data published by\nHobart Press (books@hobart.com).\nThe dump was created by data.dump()\nand can be read back into S by data.restore().\nThe name of each S data set is the name of\nthe data set used in the book. To find the\ndescription of the data set in the book look\nunder the entry - data, name - in the index.\nFor example, one data set is barley.\nTo find the description of barley, look\nin the index under the entry - data, barley.\n\nFile: ..\/data\/visualizing\/ethanol.csv\n\n\nInformation about the dataset\nCLASSTYPE: numeric\nCLASSINDEX: none specific", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": "Hobart Press", "contributor": null, "date": "2014-10-04 13:55:08", "update_comment": "set target feature", "last_update": "2014-10-07 02:44:47", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/53011\/visualizing_ethanol.arff", "kaggle_url": null, "default_target_attribute": "E", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "visualizing_ethanol", "This S dump contains 22 data sets from the book Visualizing Data published by Hobart Press (books@hobart.com). The dump was created by data.dump() and can be read back into S by data.restore(). The name of each S data set is the name of the data set used in the book. To find the description of the data set in the book look under the entry - data, name - in the index. For example, one data set is barley. To find the description of barley, look in the index under the entry - data, barley. File: .. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 88, "NumberOfFeatures": 3, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 3, "NumberOfSymbolicFeatures": 0, "MaxSkewnessOfNumericAtts": 0.34184113031987523, "MinStdDevOfNumericAtts": 0.20356879021868057, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": -1.199749246041723, "AutoCorrelation": 0.7988965517241379, "RandomTreeDepth1Kappa": null, "J48.00001.AUC": null, "MaxStdDevOfNumericAtts": 3.9324727199041023, "MinorityClassPercentage": null, "PercentageOfNumericFeatures": 100, "Quartile3MeansOfNumericAtts": 12.03409090909091, "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, "J48.0001.AUC": null, "MeanKurtosisOfNumericAtts": -1.3008349710784683, "NaiveBayesAUC": null, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 0.34184113031987523, "CfsSubsetEval_DecisionStumpKappa": null, "RandomTreeDepth2Kappa": null, "J48.0001.ErrRate": null, "MeanMeansOfNumericAtts": 4.972647727272728, "NaiveBayesErrRate": null, "Quartile1KurtosisOfNumericAtts": -1.4338328706638919, "Quartile3StdDevOfNumericAtts": 3.9324727199041023, "CfsSubsetEval_NaiveBayesAUC": null, "RandomTreeDepth3AUC": null, "J48.0001.Kappa": null, "MeanMutualInformation": null, "NaiveBayesKappa": null, "Quartile1MeansOfNumericAtts": 0.9264772727272728, "REPTreeDepth1AUC": null, "CfsSubsetEval_NaiveBayesErrRate": null, "RandomTreeDepth3ErrRate": null, "RandomTreeDepth3Kappa": null, "J48.001.AUC": null, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "REPTreeDepth1ErrRate": null, "CfsSubsetEval_NaiveBayesKappa": null, "StdvNominalAttDistinctValues": null, "J48.001.ErrRate": null, "MeanNominalAttDistinctValues": null, "Quartile1SkewnessOfNumericAtts": -0.1462272966325127, "REPTreeDepth1Kappa": null, "CfsSubsetEval_kNN1NAUC": null, "kNN1NAUC": null, "J48.001.Kappa": null, "MeanSkewnessOfNumericAtts": 0.153374687423723, "Quartile1StdDevOfNumericAtts": 0.20356879021868057, "REPTreeDepth2AUC": null, "CfsSubsetEval_kNN1NErrRate": null, "kNN1NErrRate": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 1.756250560011729, "Quartile2AttributeEntropy": null, "REPTreeDepth2ErrRate": null, "CfsSubsetEval_kNN1NKappa": null, "kNN1NKappa": null, "MajorityClassSize": null, "MinAttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": -1.26892279652979, "REPTreeDepth2Kappa": null, "ClassEntropy": null, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.4338328706638919, "Quartile2MeansOfNumericAtts": 1.957375, "REPTreeDepth3AUC": null, "DecisionStumpAUC": null, "MaxKurtosisOfNumericAtts": -1.199749246041723, "MinMeansOfNumericAtts": 0.9264772727272728, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": null, "DecisionStumpErrRate": null, "MaxMeansOfNumericAtts": 12.03409090909091, "MinMutualInformation": null, "Quartile2SkewnessOfNumericAtts": 0.26451022858380646, "REPTreeDepth3Kappa": null, "DecisionStumpKappa": null, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 1.1327101699124043, "RandomTreeDepth1AUC": null, "Dimensionality": 0.03409090909090909, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -0.1462272966325127, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": null, "EquivalentNumberOfAtts": null }, "tags": [ { "uploader": "38960", "tag": "Agriculture" }, { "uploader": "38960", "tag": "Data" }, { "uploader": "38960", "tag": "Environment" }, { "uploader": "38960", "tag": "Science" }, { "uploader": "24659", "tag": "StatLib" } ], "topics": [ { "topic": "Book-based", "uploader": "8111" } ], "features": [ { "name": "E", "index": "2", "type": "numeric", "distinct": "83", "missing": "0", "target": "1", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "NOx", "index": "0", "type": "numeric", "distinct": "88", "missing": "0", "min": "0", "max": "4", "mean": "2", "stdev": "1" }, { "name": "C", "index": "1", "type": "numeric", "distinct": "5", "missing": "0", "min": "8", "max": "18", "mean": "12", "stdev": "4" } ], "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 }