DEVELOPMENT... { "data_id": "1026", "name": "grub-damage", "exact_name": "grub-damage", "version": 2, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nBinarized version of the original data set (see version 1). The multi-class target feature is converted to a two-class nominal target feature by re-labeling the majority class as positive ('P') and all others as negative ('N'). Originally converted by Quan Sun.", "format": "ARFF", "uploader": "Felicia West", "uploader_id": 2, "visibility": "public", "creator": null, "contributor": null, "date": "2014-10-04 22:45:40", "update_comment": null, "last_update": "2014-10-04 22:45:40", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/53560\/grub-damage.arff", "default_target_attribute": "binaryClass", "row_id_attribute": null, "ignore_attribute": null, "runs": 842, "suggest": { "input": [ "grub-damage", "Binarized version of the original data set (see version 1). The multi-class target feature is converted to a two-class nominal target feature by re-labeling the majority class as positive ('P') and all others as negative ('N'). Originally converted by Quan Sun. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 155, "NumberOfFeatures": 9, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 2, "NumberOfSymbolicFeatures": 7, "AutoCorrelation": 0.6558441558441559, "CfsSubsetEval_DecisionStumpAUC": 0.6357335386984982, "CfsSubsetEval_DecisionStumpErrRate": 0.2967741935483871, "CfsSubsetEval_DecisionStumpKappa": 0.14467370441458727, "CfsSubsetEval_NaiveBayesAUC": 0.6357335386984982, "CfsSubsetEval_NaiveBayesErrRate": 0.2967741935483871, "CfsSubsetEval_NaiveBayesKappa": 0.14467370441458727, "CfsSubsetEval_kNN1NAUC": 0.6357335386984982, "CfsSubsetEval_kNN1NErrRate": 0.2967741935483871, "CfsSubsetEval_kNN1NKappa": 0.14467370441458727, "ClassEntropy": 0.9001221436913709, "DecisionStumpAUC": 0.629283788987293, "DecisionStumpErrRate": 0.2967741935483871, "DecisionStumpKappa": 0.14467370441458727, "Dimensionality": 0.05806451612903226, "EquivalentNumberOfAtts": 6.397516991247445, "J48.00001.AUC": 0.7359453215248363, "J48.00001.ErrRate": 0.3161290322580645, "J48.00001.Kappa": 0.23966362999299215, "J48.0001.AUC": 0.7359453215248363, "J48.0001.ErrRate": 0.3161290322580645, "J48.0001.Kappa": 0.23966362999299215, "J48.001.AUC": 0.7359453215248363, "J48.001.ErrRate": 0.3161290322580645, "J48.001.Kappa": 0.23966362999299215, "MajorityClassPercentage": 68.38709677419355, "MajorityClassSize": 106, "MaxAttributeEntropy": 4.309701976417481, "MaxKurtosisOfNumericAtts": -0.2910582458315223, "MaxMeansOfNumericAtts": 5.335483870967742, "MaxMutualInformation": 0.25131494347442, "MaxNominalAttDistinctValues": 21, "MaxSkewnessOfNumericAtts": 0.5448411693930997, "MaxStdDevOfNumericAtts": 3.106920259374996, "MeanAttributeEntropy": 2.408958285460666, "MeanKurtosisOfNumericAtts": -0.7860425273173975, "MeanMeansOfNumericAtts": 3.758064516129033, "MeanMutualInformation": 0.14069867183203166, "MeanNoiseToSignalRatio": 16.121400323782154, "MeanNominalAttDistinctValues": 6.857142857142857, "MeanSkewnessOfNumericAtts": 0.3805582497935957, "MeanStdDevOfNumericAtts": 2.0863734889803363, "MinAttributeEntropy": 0.9358300617388258, "MinKurtosisOfNumericAtts": -1.2810268088032728, "MinMeansOfNumericAtts": 2.180645161290323, "MinMutualInformation": 0.03391827128551, "MinNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": 0.2162753301940917, "MinStdDevOfNumericAtts": 1.0658267185856762, "MinorityClassPercentage": 31.61290322580645, "MinorityClassSize": 49, "NaiveBayesAUC": 0.8219098960338853, "NaiveBayesErrRate": 0.21935483870967742, "NaiveBayesKappa": 0.5140169679085209, "NumberOfBinaryFeatures": 1, "PercentageOfBinaryFeatures": 11.11111111111111, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 22.22222222222222, "PercentageOfSymbolicFeatures": 77.77777777777779, "Quartile1AttributeEntropy": 1.3864327768434617, "Quartile1KurtosisOfNumericAtts": -1.2810268088032728, "Quartile1MeansOfNumericAtts": 2.180645161290323, "Quartile1MutualInformation": 0.0817758624549175, "Quartile1SkewnessOfNumericAtts": 0.2162753301940917, "Quartile1StdDevOfNumericAtts": 1.0658267185856762, "Quartile2AttributeEntropy": 2.444132850545177, "Quartile2KurtosisOfNumericAtts": -0.7860425273173975, "Quartile2MeansOfNumericAtts": 3.758064516129033, "Quartile2MutualInformation": 0.13558814403447, "Quartile2SkewnessOfNumericAtts": 0.38055824979359565, "Quartile2StdDevOfNumericAtts": 2.0863734889803363, "Quartile3AttributeEntropy": 3.1649142128336156, "Quartile3KurtosisOfNumericAtts": -0.2910582458315223, "Quartile3MeansOfNumericAtts": 5.335483870967742, "Quartile3MutualInformation": 0.205369337357555, "Quartile3SkewnessOfNumericAtts": 0.5448411693930997, "Quartile3StdDevOfNumericAtts": 3.106920259374996, "REPTreeDepth1AUC": 0.4948979591836735, "REPTreeDepth1ErrRate": 0.3161290322580645, "REPTreeDepth1Kappa": 0, "REPTreeDepth2AUC": 0.4948979591836735, "REPTreeDepth2ErrRate": 0.3161290322580645, "REPTreeDepth2Kappa": 0, "REPTreeDepth3AUC": 0.4948979591836735, "REPTreeDepth3ErrRate": 0.3161290322580645, "REPTreeDepth3Kappa": 0, "RandomTreeDepth1AUC": 0.6594147092799383, "RandomTreeDepth1ErrRate": 0.3161290322580645, "RandomTreeDepth1Kappa": 0.28839126768481205, "RandomTreeDepth2AUC": 0.6594147092799383, "RandomTreeDepth2ErrRate": 0.3161290322580645, "RandomTreeDepth2Kappa": 0.28839126768481205, "RandomTreeDepth3AUC": 0.6594147092799383, "RandomTreeDepth3ErrRate": 0.3161290322580645, "RandomTreeDepth3Kappa": 0.28839126768481205, "StdvNominalAttDistinctValues": 6.51737604225738, "kNN1NAUC": 0.610512129380054, "kNN1NErrRate": 0.34838709677419355, "kNN1NKappa": 0.21994408201304752 }, "tags": [ { "tag": "study_1", "uploader": "2" }, { "tag": "study_41", "uploader": "1" }, { "tag": "study_7", "uploader": "64" }, { "tag": "study_88", "uploader": "4209" } ], "features": [ { "name": "binaryClass", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "P", "N" ], [ [ "49", "0" ], [ "0", "106" ] ] ] }, { "name": "year_zone", "index": "0", "type": "nominal", "distinct": "21", "missing": "0", "distr": [ [ "6f", "6m", "6c", "7f", "7m", "7c", "8f", "8m", "8c", "9f", "9m", "9c", "0f", "0m", "0c", "1f", "1m", "1c", "2f", "2m", "2c" ], [ [ "4", "4" ], [ "1", "2" ], [ "0", "5" ], [ "5", "3" ], [ "4", "2" ], [ "0", "5" ], [ "3", "4" ], [ "4", "1" ], [ "0", "6" ], [ "1", "11" ], [ "4", "3" ], [ "3", "3" ], [ "1", "11" ], [ "4", "4" ], [ "0", "6" ], [ "3", "8" ], [ "6", "2" ], [ "1", "5" ], [ "3", "10" ], [ "2", "4" ], [ "0", "7" ] ] ] }, { "name": "year", "index": "1", "type": "nominal", "distinct": "7", "missing": "0", "distr": [ [ "86", "87", "88", "89", "90", "91", "92" ], [ [ "5", "11" ], [ "9", "10" ], [ "7", "11" ], [ "8", "17" ], [ "5", "21" ], [ "10", "15" ], [ "5", "21" ] ] ] }, { "name": "strip", "index": "2", "type": "numeric", "distinct": "9", "missing": "0", "min": "1", "max": "10", "mean": "5", "stdev": "3" }, { "name": "pdk", "index": "3", "type": "numeric", "distinct": "6", "missing": "0", "min": "0", "max": "5", "mean": "2", "stdev": "1" }, { "name": "damage_rankRJT", "index": "4", "type": "nominal", "distinct": "6", "missing": "0", "distr": [ [ "0", "1", "2", "3", "4", "5" ], [ [ "17", "5" ], [ "14", "22" ], [ "12", "23" ], [ "5", "29" ], [ "1", "15" ], [ "0", "12" ] ] ] }, { "name": "damage_rankALL", "index": "5", "type": "nominal", "distinct": "6", "missing": "0", "distr": [ [ "0", "1", "2", "3", "4", "5" ], [ [ "17", "8" ], [ "18", "26" ], [ "9", "23" ], [ "4", "22" ], [ "1", "22" ], [ "0", "5" ] ] ] }, { "name": "dry_or_irr", "index": "6", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "D", "O", "B" ], [ [ "36", "87" ], [ "0", "13" ], [ "13", "6" ] ] ] }, { "name": "zone", "index": "7", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "F", "M", "C" ], [ [ "20", "51" ], [ "25", "18" ], [ "4", "37" ] ] ] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 7, "total_downloads": 7, "reach": 7, "reuse": 15, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 15 }