{ "data_id": "1117", "name": "desharnais", "exact_name": "desharnais", "version": 2, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nDataset from the MLRR repository: http:\/\/axon.cs.byu.edu:5000\/", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": null, "contributor": null, "date": "2014-10-07 00:41:55", "update_comment": "ID is a row id", "last_update": "2015-04-15 17:38:43", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/54000\/desharnais.arff", "kaggle_url": null, "default_target_attribute": "Language", "row_id_attribute": "ID", "ignore_attribute": null, "runs": 153, "suggest": { "input": [ "desharnais", "Dataset from the MLRR repository: http:\/\/axon.cs.byu.edu:5000\/ " ], "weight": 5 }, "qualities": { "NumberOfInstances": 81, "NumberOfFeatures": 12, "NumberOfClasses": 3, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 11, "NumberOfSymbolicFeatures": 1, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": 0.48148148148148145, "RandomTreeDepth2ErrRate": 0.4444444444444444, "J48.00001.Kappa": 0.39249999999999996, "MeanAttributeEntropy": null, "MinorityClassSize": 10, "PercentageOfSymbolicFeatures": 8.333333333333332, "Quartile3SkewnessOfNumericAtts": 1.7292352646479736, "CfsSubsetEval_DecisionStumpKappa": 0.12323064113238962, "RandomTreeDepth2Kappa": 0.2142279708973323, "J48.0001.AUC": 0.6838624338624338, "MeanKurtosisOfNumericAtts": 2.134432889055076, "NaiveBayesAUC": 0.6057387535087065, "Quartile1AttributeEntropy": null, "Quartile3StdDevOfNumericAtts": 180.2101585221208, "CfsSubsetEval_NaiveBayesAUC": 0.5733378667064113, "RandomTreeDepth3AUC": 0.6133048289738431, "J48.0001.ErrRate": 0.3333333333333333, "MeanMeansOfNumericAtts": 555.9281705948373, "NaiveBayesErrRate": 0.4691358024691358, "Quartile1KurtosisOfNumericAtts": -0.28393460740699794, "REPTreeDepth1AUC": 0.6245944804630251, "CfsSubsetEval_NaiveBayesErrRate": 0.48148148148148145, "RandomTreeDepth3ErrRate": 0.4444444444444444, "J48.0001.Kappa": 0.39249999999999996, "MeanMutualInformation": null, "NaiveBayesKappa": 0.13050847457627127, "Quartile1MeansOfNumericAtts": 11.666666666666668, "REPTreeDepth1ErrRate": 0.4074074074074074, "CfsSubsetEval_NaiveBayesKappa": 0.12323064113238962, "RandomTreeDepth3Kappa": 0.2142279708973323, "J48.001.AUC": 0.6838624338624338, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "REPTreeDepth1Kappa": 0.18555758683729426, "CfsSubsetEval_kNN1NAUC": 0.5733378667064113, "StdvNominalAttDistinctValues": 0, "J48.001.ErrRate": 0.3333333333333333, "MeanNominalAttDistinctValues": 3, "Quartile1SkewnessOfNumericAtts": -0.11048919201270027, "REPTreeDepth2AUC": 0.6245944804630251, "CfsSubsetEval_kNN1NErrRate": 0.48148148148148145, "kNN1NAUC": 0.6300426012867327, "J48.001.Kappa": 0.39249999999999996, "MeanSkewnessOfNumericAtts": 0.8927421006161357, "Quartile1StdDevOfNumericAtts": 1.6438249583903883, "REPTreeDepth2ErrRate": 0.4074074074074074, "CfsSubsetEval_kNN1NKappa": 0.12323064113238962, "kNN1NErrRate": 0.4444444444444444, "MajorityClassPercentage": 56.79012345679012, "MeanStdDevOfNumericAtts": 459.9527444100343, "Quartile2AttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 1.4755138468841968, "REPTreeDepth2Kappa": 0.18555758683729426, "ClassEntropy": 1.3596088217504971, "kNN1NKappa": 0.24592707525213348, "MajorityClassSize": 46, "MinAttributeEntropy": null, "Quartile2MeansOfNumericAtts": 85.74074074074075, "REPTreeDepth3AUC": 0.6245944804630251, "DecisionStumpAUC": 0.592442618675013, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.2000000000000006, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": 0.4074074074074074, "DecisionStumpErrRate": 0.4691358024691358, "MaxKurtosisOfNumericAtts": 7.376622924290623, "MinMeansOfNumericAtts": 2.185185185185185, "Quartile2SkewnessOfNumericAtts": 1.3408905345099582, "REPTreeDepth3Kappa": 0.18555758683729426, "DecisionStumpKappa": 0.15416323165704865, "MaxMeansOfNumericAtts": 5046.308641975309, "MinMutualInformation": null, "Quartile2StdDevOfNumericAtts": 23.526580712037184, "RandomTreeDepth1AUC": 0.6133048289738431, "Dimensionality": 0.14814814814814814, "MaxMutualInformation": null, "MinNominalAttDistinctValues": 3, "PercentageOfBinaryFeatures": 0, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": 0.4444444444444444, "EquivalentNumberOfAtts": null, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": -0.45319627273475427, "PercentageOfInstancesWithMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 4.7152746859737835, "AutoCorrelation": 0.625, "RandomTreeDepth1Kappa": 0.2142279708973323, "J48.00001.AUC": 0.6838624338624338, "MaxSkewnessOfNumericAtts": 2.2864370005552734, "MinStdDevOfNumericAtts": 1.2224747213928155, "PercentageOfMissingValues": 0, "Quartile3MeansOfNumericAtts": 289.2345679012345, "CfsSubsetEval_DecisionStumpAUC": 0.5733378667064113, "RandomTreeDepth2AUC": 0.6133048289738431, "J48.00001.ErrRate": 0.3333333333333333, "MaxStdDevOfNumericAtts": 4418.7672280908155, "MinorityClassPercentage": 12.345679012345679, "PercentageOfNumericFeatures": 91.66666666666666 }, "tags": [ { "uploader": "38960", "tag": "Data Science" }, { "uploader": "38960", "tag": "Education" }, { "uploader": "2", "tag": "study_1" }, { "uploader": "3886", "tag": "study_123" } ], "features": [ { "name": "Language", "index": "12", "type": "nominal", "distinct": "3", "missing": "0", "target": "1", "distr": [ [ "1", "2", "3" ], [ [ "46", "0", "0" ], [ "0", "25", "0" ], [ "0", "0", "10" ] ] ] }, { "name": "ID", "index": "0", "type": "numeric", "distinct": "81", "missing": "0", "identifier": "1", "min": "1", "max": "81", "mean": "41", "stdev": "24" }, { "name": "Project", "index": "1", "type": "numeric", "distinct": "81", "missing": "0", "min": "1", "max": "81", "mean": "41", "stdev": "24" }, { "name": "TeamExp", "index": "2", "type": "numeric", "distinct": "6", "missing": "0", "min": "-1", "max": "4", "mean": "2", "stdev": "1" }, { "name": "ManagerExp", "index": "3", "type": "numeric", "distinct": "8", "missing": "0", "min": "-1", "max": "7", "mean": "3", "stdev": "2" }, { "name": "YearEnd", "index": "4", "type": "numeric", "distinct": "7", "missing": "0", "min": "82", "max": "88", "mean": "86", "stdev": "1" }, { "name": "Length", "index": "5", "type": "numeric", "distinct": "26", "missing": "0", "min": "1", "max": "39", "mean": "12", "stdev": "7" }, { "name": "Effort", "index": "6", "type": "numeric", "distinct": "81", "missing": "0", "min": "546", "max": "23940", "mean": "5046", "stdev": "4419" }, { "name": "Transactions", "index": "7", "type": "numeric", "distinct": "73", "missing": "0", "min": "9", "max": "886", "mean": "182", "stdev": "144" }, { "name": "Entities", "index": "8", "type": "numeric", "distinct": "61", "missing": "0", "min": "7", "max": "387", "mean": "122", "stdev": "85" }, { "name": "PointsNonAdjust", "index": "9", "type": "numeric", "distinct": "77", "missing": "0", "min": "73", "max": "1127", "mean": "304", "stdev": "180" }, { "name": "Adjustment", "index": "10", "type": "numeric", "distinct": "34", "missing": "0", "min": "5", "max": "52", "mean": "28", "stdev": "11" }, { "name": "PointsAjust", "index": "11", "type": "numeric", "distinct": "77", "missing": "0", "min": "62", "max": "1116", "mean": "289", "stdev": "186" } ], "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 }