{ "data_id": "1055", "name": "cm1_req", "exact_name": "cm1_req", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\n", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": "Mike Chapman", "contributor": null, "date": "2014-10-06 23:57:23", "update_comment": null, "last_update": "2014-10-06 23:57:23", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/53938\/cm1_req.arff", "kaggle_url": null, "default_target_attribute": "DEFECT", "row_id_attribute": null, "ignore_attribute": null, "runs": 697, "suggest": { "input": [ "cm1_req", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 89, "NumberOfFeatures": 9, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 7, "NumberOfSymbolicFeatures": 2, "Quartile3MutualInformation": 0.00252899267807, "CfsSubsetEval_DecisionStumpErrRate": 0.2247191011235955, "RandomTreeDepth2ErrRate": 0.2696629213483146, "J48.00001.Kappa": -0.010864197530864152, "MeanAttributeEntropy": 1.5229866397396767, "MinorityClassSize": 20, "PercentageOfSymbolicFeatures": 22.22222222222222, "Quartile3SkewnessOfNumericAtts": 2.5846260148612124, "CfsSubsetEval_DecisionStumpKappa": 0, "RandomTreeDepth2Kappa": 0.13381995133819963, "J48.0001.AUC": 0.4460144927536232, "MeanKurtosisOfNumericAtts": 8.658771268123948, "NaiveBayesAUC": 0.37427536231884057, "Quartile1AttributeEntropy": 1.5229866397396767, "Quartile3StdDevOfNumericAtts": 0.7052987833896133, "CfsSubsetEval_NaiveBayesAUC": 0.49637681159420294, "RandomTreeDepth3AUC": 0.5134057971014493, "J48.0001.ErrRate": 0.25842696629213485, "MeanMeansOfNumericAtts": 0.7142857142857142, "NaiveBayesErrRate": 0.5393258426966292, "Quartile1KurtosisOfNumericAtts": 2.205864114360305, "REPTreeDepth1AUC": 0.49637681159420294, "CfsSubsetEval_NaiveBayesErrRate": 0.2247191011235955, "RandomTreeDepth3ErrRate": 0.2696629213483146, "J48.0001.Kappa": -0.010864197530864152, "MeanMutualInformation": 0.00252899267807, "NaiveBayesKappa": -0.23969820081253632, "Quartile1MeansOfNumericAtts": 0.1235955056179775, "REPTreeDepth1ErrRate": 0.2247191011235955, "CfsSubsetEval_NaiveBayesKappa": 0, "RandomTreeDepth3Kappa": 0.13381995133819963, "J48.001.AUC": 0.4460144927536232, "MeanNoiseToSignalRatio": 601.2107746480086, "NumberOfBinaryFeatures": 1, "Quartile1MutualInformation": 0.00252899267807, "REPTreeDepth1Kappa": 0, "CfsSubsetEval_kNN1NAUC": 0.49637681159420294, "StdvNominalAttDistinctValues": 0.7071067811865476, "J48.001.ErrRate": 0.25842696629213485, "MeanNominalAttDistinctValues": 2.5, "Quartile1SkewnessOfNumericAtts": 1.7561102944205635, "REPTreeDepth2AUC": 0.49637681159420294, "CfsSubsetEval_kNN1NErrRate": 0.2247191011235955, "kNN1NAUC": 0.35942028985507246, "J48.001.Kappa": -0.010864197530864152, "MeanSkewnessOfNumericAtts": 2.617938124918047, "Quartile1StdDevOfNumericAtts": 0.3309842319473132, "REPTreeDepth2ErrRate": 0.2247191011235955, "CfsSubsetEval_kNN1NKappa": 0, "kNN1NErrRate": 0.2696629213483146, "MajorityClassPercentage": 77.52808988764045, "MeanStdDevOfNumericAtts": 0.5354428421286528, "Quartile2AttributeEntropy": 1.5229866397396767, "Quartile2KurtosisOfNumericAtts": 3.491703164517921, "REPTreeDepth2Kappa": 0, "ClassEntropy": 0.7686913027030167, "kNN1NKappa": 0.05903083700440518, "MajorityClassSize": 69, "MinAttributeEntropy": 1.5229866397396767, "Quartile2MeansOfNumericAtts": 0.41573033707865165, "REPTreeDepth3AUC": 0.49637681159420294, "DecisionStumpAUC": 0.4289855072463768, "MaxAttributeEntropy": 1.5229866397396767, "MinKurtosisOfNumericAtts": 0.143758225476601, "Quartile2MutualInformation": 0.00252899267807, "REPTreeDepth3ErrRate": 0.2247191011235955, "DecisionStumpErrRate": 0.2247191011235955, "MaxKurtosisOfNumericAtts": 41.907253269916716, "MinMeansOfNumericAtts": 0.022471910112359522, "Quartile2SkewnessOfNumericAtts": 2.038821308597828, "REPTreeDepth3Kappa": 0, "DecisionStumpKappa": 0, "MaxMeansOfNumericAtts": 1.6179775280898876, "MinMutualInformation": 0.00252899267807, "Quartile2StdDevOfNumericAtts": 0.5801447461242469, "RandomTreeDepth1AUC": 0.5134057971014493, "Dimensionality": 0.10112359550561797, "MaxMutualInformation": 0.00252899267807, "MinNominalAttDistinctValues": 2, "PercentageOfBinaryFeatures": 11.11111111111111, "Quartile3AttributeEntropy": 1.5229866397396767, "RandomTreeDepth1ErrRate": 0.2696629213483146, "EquivalentNumberOfAtts": 303.9515730388129, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": 1.051758472760516, "PercentageOfInstancesWithMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 5.7319528978686645, "AutoCorrelation": 0.9886363636363636, "RandomTreeDepth1Kappa": 0.13381995133819963, "J48.00001.AUC": 0.4460144927536232, "MaxSkewnessOfNumericAtts": 6.55482933046021, "MinStdDevOfNumericAtts": 0.14905216367918442, "PercentageOfMissingValues": 0, "Quartile3MeansOfNumericAtts": 1.4269662921348314, "CfsSubsetEval_DecisionStumpAUC": 0.49637681159420294, "RandomTreeDepth2AUC": 0.5134057971014493, "J48.00001.ErrRate": 0.25842696629213485, "MaxStdDevOfNumericAtts": 0.9828716967216766, "MinorityClassPercentage": 22.47191011235955, "PercentageOfNumericFeatures": 77.77777777777779 }, "tags": [ { "uploader": "38960", "tag": "Data Science" }, { "uploader": "24659", "tag": "PROMISE" }, { "uploader": "38960", "tag": "Software" }, { "uploader": "2", "tag": "study_1" }, { "uploader": "3886", "tag": "study_123" }, { "uploader": "1", "tag": "study_41" } ], "features": [ { "name": "DEFECT", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "Y", "N" ], [ [ "69", "0" ], [ "0", "20" ] ] ] }, { "name": "ACTION", "index": "0", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "4", "mean": "1", "stdev": "1" }, { "name": "CONDITIONAL", "index": "1", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "CONTINUANCE", "index": "2", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "2", "mean": "0", "stdev": "1" }, { "name": "IMPERATIVE", "index": "3", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "4", "mean": "1", "stdev": "1" }, { "name": "OPTION", "index": "4", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "RISK_LEVEL", "index": "5", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "1", "2", "3" ], [ [ "32", "8" ], [ "23", "7" ], [ "14", "5" ] ] ] }, { "name": "SOURCE", "index": "6", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "5", "mean": "2", "stdev": "1" }, { "name": "WEAK_PHRASE", "index": "7", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" } ], "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 }