{ "data_id": "1048", "name": "jEdit_4.2_4.3", "exact_name": "jEdit_4.2_4.3", "version": 1, "version_label": null, "description": "", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": null, "contributor": null, "date": "2014-10-06 23:57:10", "update_comment": null, "last_update": "2014-10-06 23:57:10", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/53931\/jEdit_4.2_4.3.arff", "default_target_attribute": "Bug-count", "row_id_attribute": null, "ignore_attribute": null, "runs": 747, "suggest": { "input": [ "jEdit_4.2_4.3", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 369, "NumberOfFeatures": 9, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 8, "NumberOfSymbolicFeatures": 1, "MajorityClassPercentage": 55.28455284552846, "MeanStdDevOfNumericAtts": 105.35189952725995, "Quartile2AttributeEntropy": null, "REPTreeDepth2ErrRate": 0.3712737127371274, "CfsSubsetEval_kNN1NKappa": 0.23928571428571432, "kNN1NErrRate": 0.3902439024390244, "kNN1NKappa": 0.21342925659472411, "MajorityClassSize": 204, "MinAttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 34.991085207558164, "REPTreeDepth2Kappa": 0.2451283429646552, "ClassEntropy": 0.9919270464052614, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.331386014584089, "Quartile2MeansOfNumericAtts": 12.555555555555554, "REPTreeDepth3AUC": 0.6458110516934045, "DecisionStumpAUC": 0.6031937017231135, "MaxKurtosisOfNumericAtts": 90.9631149210101, "MinMeansOfNumericAtts": 0.7073170731707319, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": 0.3712737127371274, "DecisionStumpErrRate": 0.42005420054200543, "MaxMeansOfNumericAtts": 225.27642276422773, "MinMutualInformation": null, "Quartile2SkewnessOfNumericAtts": 4.692823261921718, "REPTreeDepth3Kappa": 0.2451283429646552, "DecisionStumpKappa": 0.18396610024397558, "MaxMutualInformation": null, "MinNominalAttDistinctValues": 2, "PercentageOfBinaryFeatures": 11.11111111111111, "Quartile2StdDevOfNumericAtts": 21.528957327818922, "RandomTreeDepth1AUC": 0.564795008912656, "Dimensionality": 0.024390243902439025, "MaxNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": -0.37684367640020744, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": 0.4254742547425474, "EquivalentNumberOfAtts": null, "MaxSkewnessOfNumericAtts": 8.469397893257804, "MinStdDevOfNumericAtts": 2.0072149524168057, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 75.14163692632938, "AutoCorrelation": 0.7309782608695652, "RandomTreeDepth1Kappa": 0.13087897745173052, "J48.00001.AUC": 0.6165478312537136, "MaxStdDevOfNumericAtts": 478.12671654957023, "MinorityClassPercentage": 44.71544715447154, "PercentageOfNumericFeatures": 88.88888888888889, "Quartile3MeansOfNumericAtts": 139.69783197832024, "CfsSubsetEval_DecisionStumpAUC": 0.6381016042780748, "RandomTreeDepth2AUC": 0.564795008912656, "J48.00001.ErrRate": 0.37669376693766937, "MeanAttributeEntropy": null, "MinorityClassSize": 165, "PercentageOfSymbolicFeatures": 11.11111111111111, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": 0.38482384823848237, "RandomTreeDepth2ErrRate": 0.4254742547425474, "J48.00001.Kappa": 0.2332152307485311, "MeanKurtosisOfNumericAtts": 38.73039861460076, "NaiveBayesAUC": 0.63882089667599, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 7.668244662986219, "CfsSubsetEval_DecisionStumpKappa": 0.23928571428571432, "RandomTreeDepth2Kappa": 0.13087897745173052, "J48.0001.AUC": 0.6165478312537136, "MeanMeansOfNumericAtts": 60.002371273712825, "NaiveBayesErrRate": 0.43089430894308944, "Quartile1KurtosisOfNumericAtts": 0.04719691010300375, "Quartile3StdDevOfNumericAtts": 209.85103210657354, "CfsSubsetEval_NaiveBayesAUC": 0.6381016042780748, "RandomTreeDepth3AUC": 0.564795008912656, "J48.0001.ErrRate": 0.37669376693766937, "MeanMutualInformation": null, "NaiveBayesKappa": 0.18820306338466647, "Quartile1MeansOfNumericAtts": 3.72154471544715, "REPTreeDepth1AUC": 0.6458110516934045, "CfsSubsetEval_NaiveBayesErrRate": 0.38482384823848237, "RandomTreeDepth3ErrRate": 0.4254742547425474, "J48.0001.Kappa": 0.2332152307485311, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 1, "Quartile1MutualInformation": null, "REPTreeDepth1ErrRate": 0.3712737127371274, "CfsSubsetEval_NaiveBayesKappa": 0.23928571428571432, "RandomTreeDepth3Kappa": 0.13087897745173052, "J48.001.AUC": 0.6165478312537136, "J48.001.ErrRate": 0.37669376693766937, "MeanNominalAttDistinctValues": 2, "Quartile1SkewnessOfNumericAtts": 1.2179453428523062, "REPTreeDepth1Kappa": 0.2451283429646552, "CfsSubsetEval_kNN1NAUC": 0.6381016042780748, "StdvNominalAttDistinctValues": 0, "J48.001.Kappa": 0.2332152307485311, "MeanSkewnessOfNumericAtts": 4.40247830209317, "Quartile1StdDevOfNumericAtts": 5.866685333884889, "REPTreeDepth2AUC": 0.6458110516934045, "CfsSubsetEval_kNN1NErrRate": 0.38482384823848237, "kNN1NAUC": 0.6035204991087344 }, "tags": [ { "tag": "mythbusting_1", "uploader": "1" }, { "tag": "study_1", "uploader": "2" }, { "tag": "study_123", "uploader": "3886" }, { "tag": "study_15", "uploader": "939" }, { "tag": "study_20", "uploader": "939" }, { "tag": "study_41", "uploader": "1" }, { "tag": "study_52", "uploader": "64" }, { "tag": "study_7", "uploader": "64" }, { "tag": "study_88", "uploader": "4209" } ], "features": [ { "name": "Bug-count", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "true", "false" ], [ [ "204", "0" ], [ "0", "165" ] ] ] }, { "name": "WMC", "index": "0", "type": "numeric", "distinct": "48", "missing": "0", "min": "0", "max": "351", "mean": "12", "stdev": "26" }, { "name": "DIT", "index": "1", "type": "numeric", "distinct": "9", "missing": "0", "min": "0", "max": "8", "mean": "2", "stdev": "2" }, { "name": "NOC", "index": "2", "type": "numeric", "distinct": "15", "missing": "0", "min": "0", "max": "38", "mean": "1", "stdev": "3" }, { "name": "CBO", "index": "3", "type": "numeric", "distinct": "53", "missing": "0", "min": "0", "max": "125", "mean": "13", "stdev": "14" }, { "name": "RFC", "index": "4", "type": "numeric", "distinct": "114", "missing": "0", "min": "0", "max": "862", "mean": "170", "stdev": "269" }, { "name": "LCOM", "index": "5", "type": "numeric", "distinct": "65", "missing": "0", "min": "0", "max": "100", "mean": "49", "stdev": "34" }, { "name": "NPM", "index": "6", "type": "numeric", "distinct": "39", "missing": "0", "min": "0", "max": "214", "mean": "8", "stdev": "17" }, { "name": "LOC", "index": "7", "type": "numeric", "distinct": "229", "missing": "0", "min": "3", "max": "5317", "mean": "225", "stdev": "478" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 7, "total_downloads": 7, "reach": 7, "reuse": 7, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 7 }