DEVELOPMENT... { "data_id": "788", "name": "triazines", "exact_name": "triazines", "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). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a lower target value as positive ('P') and all others as negative ('N').", "format": "ARFF", "uploader": "Felicia West", "uploader_id": 2, "visibility": "public", "creator": null, "contributor": null, "date": "2014-10-04 14:33:30", "update_comment": null, "last_update": "2014-10-04 14:33:30", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/53322\/triazines.arff", "default_target_attribute": "binaryClass", "row_id_attribute": null, "ignore_attribute": null, "runs": 806, "suggest": { "input": [ "triazines", "Binarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a lower target value as positive ('P') and all others as negative ('N'). " ], "weight": 5 }, "qualities": { "NumberOfInstances": 186, "NumberOfFeatures": 61, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 60, "NumberOfSymbolicFeatures": 1, "AutoCorrelation": 0.5081081081081081, "CfsSubsetEval_DecisionStumpAUC": 0.6894435839389967, "CfsSubsetEval_DecisionStumpErrRate": 0.27419354838709675, "CfsSubsetEval_DecisionStumpKappa": 0.3920010255095502, "CfsSubsetEval_NaiveBayesAUC": 0.6894435839389967, "CfsSubsetEval_NaiveBayesErrRate": 0.27419354838709675, "CfsSubsetEval_NaiveBayesKappa": 0.3920010255095502, "CfsSubsetEval_kNN1NAUC": 0.6894435839389967, "CfsSubsetEval_kNN1NErrRate": 0.27419354838709675, "CfsSubsetEval_kNN1NKappa": 0.3920010255095502, "ClassEntropy": 0.9785423861930186, "DecisionStumpAUC": 0.5815560586202788, "DecisionStumpErrRate": 0.3978494623655914, "DecisionStumpKappa": 0.04957878746029569, "Dimensionality": 0.3279569892473118, "EquivalentNumberOfAtts": null, "J48.00001.AUC": 0.7852972715358036, "J48.00001.ErrRate": 0.20430107526881722, "J48.00001.Kappa": 0.5707518523017125, "J48.0001.AUC": 0.7852972715358036, "J48.0001.ErrRate": 0.20430107526881722, "J48.0001.Kappa": 0.5707518523017125, "J48.001.AUC": 0.7852972715358036, "J48.001.ErrRate": 0.20430107526881722, "J48.001.Kappa": 0.5707518523017125, "MajorityClassPercentage": 58.602150537634415, "MajorityClassSize": 109, "MaxAttributeEntropy": null, "MaxKurtosisOfNumericAtts": 185.99999999999972, "MaxMeansOfNumericAtts": 0.421505376344086, "MaxMutualInformation": null, "MaxNominalAttDistinctValues": 2, "MaxSkewnessOfNumericAtts": 13.638181696985843, "MaxStdDevOfNumericAtts": 0.37658895176761614, "MeanAttributeEntropy": null, "MeanKurtosisOfNumericAtts": 18.69225014327088, "MeanMeansOfNumericAtts": 0.20417562724014338, "MeanMutualInformation": null, "MeanNoiseToSignalRatio": null, "MeanNominalAttDistinctValues": 2, "MeanSkewnessOfNumericAtts": 3.2733945985381583, "MeanStdDevOfNumericAtts": 0.17984737763109523, "MinAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.5719724523164773, "MinMeansOfNumericAtts": 0, "MinMutualInformation": null, "MinNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": -0.1395189000721424, "MinStdDevOfNumericAtts": 0, "MinorityClassPercentage": 41.39784946236559, "MinorityClassSize": 77, "NaiveBayesAUC": 0.7466709328946677, "NaiveBayesErrRate": 0.3387096774193548, "NaiveBayesKappa": 0.33609065155807366, "NumberOfBinaryFeatures": 1, "PercentageOfBinaryFeatures": 1.639344262295082, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 98.36065573770492, "PercentageOfSymbolicFeatures": 1.639344262295082, "Quartile1AttributeEntropy": null, "Quartile1KurtosisOfNumericAtts": 0.02513950432594403, "Quartile1MeansOfNumericAtts": 0.12150537634408601, "Quartile1MutualInformation": null, "Quartile1SkewnessOfNumericAtts": 0.7674051838271925, "Quartile1StdDevOfNumericAtts": 0.12973941647454296, "Quartile2AttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 5.4132434856574925, "Quartile2MeansOfNumericAtts": 0.17309946236559137, "Quartile2MutualInformation": null, "Quartile2SkewnessOfNumericAtts": 2.5918418218888375, "Quartile2StdDevOfNumericAtts": 0.17446532763074565, "Quartile3AttributeEntropy": null, "Quartile3KurtosisOfNumericAtts": 28.37093254769115, "Quartile3MeansOfNumericAtts": 0.28088575268817206, "Quartile3MutualInformation": null, "Quartile3SkewnessOfNumericAtts": 5.462750638217731, "Quartile3StdDevOfNumericAtts": 0.2293978463876948, "REPTreeDepth1AUC": 0.7348981293935423, "REPTreeDepth1ErrRate": 0.2956989247311828, "REPTreeDepth1Kappa": 0.3963177150950078, "REPTreeDepth2AUC": 0.7348981293935423, "REPTreeDepth2ErrRate": 0.2956989247311828, "REPTreeDepth2Kappa": 0.3963177150950078, "REPTreeDepth3AUC": 0.7348981293935423, "REPTreeDepth3ErrRate": 0.2956989247311828, "REPTreeDepth3Kappa": 0.3963177150950078, "RandomTreeDepth1AUC": 0.6962349577028476, "RandomTreeDepth1ErrRate": 0.2956989247311828, "RandomTreeDepth1Kappa": 0.39172315376382455, "RandomTreeDepth2AUC": 0.6962349577028476, "RandomTreeDepth2ErrRate": 0.2956989247311828, "RandomTreeDepth2Kappa": 0.39172315376382455, "RandomTreeDepth3AUC": 0.6962349577028476, "RandomTreeDepth3ErrRate": 0.2956989247311828, "RandomTreeDepth3Kappa": 0.39172315376382455, "StdvNominalAttDistinctValues": 0, "kNN1NAUC": 0.7192303109734302, "kNN1NErrRate": 0.27419354838709675, "kNN1NKappa": 0.4316357100059917 }, "tags": [ { "tag": "binarized", "uploader": "1" }, { "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_7", "uploader": "64" }, { "tag": "study_88", "uploader": "4209" }, { "tag": "study_236", "uploader": "0" } ], "features": [ { "name": "binaryClass", "index": "60", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "P", "N" ], [ [ "77", "0" ], [ "0", "109" ] ] ] }, { "name": "p4_size", "index": "31", "type": "numeric", "distinct": "9", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p4_polar", "index": "30", "type": "numeric", "distinct": "5", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p4_flex", "index": "32", "type": "numeric", "distinct": "8", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p4_h_doner", "index": "33", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p4_h_acceptor", "index": "34", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p4_pi_doner", "index": "35", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p4_pi_acceptor", "index": "36", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p4_polarisable", "index": "37", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p4_sigma", "index": "38", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p4_branch", "index": "39", "type": "numeric", "distinct": "5", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p5_polar", "index": "40", "type": "numeric", "distinct": "5", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p5_size", "index": "41", "type": "numeric", "distinct": "6", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p5_flex", "index": "42", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "p5_h_doner", "index": "43", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "p5_h_acceptor", "index": "44", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p5_pi_doner", "index": "45", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p5_pi_acceptor", "index": "46", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p5_polarisable", "index": "47", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p5_sigma", "index": "48", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p5_branch", "index": "49", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p6_polar", "index": "50", "type": "numeric", "distinct": "5", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p6_size", "index": "51", "type": "numeric", "distinct": "5", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p6_flex", "index": "52", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p6_h_doner", "index": "53", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p6_h_acceptor", "index": "54", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p6_pi_doner", "index": "55", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p6_pi_acceptor", "index": "56", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p6_polarisable", "index": "57", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p6_sigma", "index": "58", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p6_branch", "index": "59", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p2_pi_doner", "index": "15", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p1_size", "index": "1", "type": "numeric", "distinct": "7", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p1_flex", "index": "2", "type": "numeric", "distinct": "7", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p1_h_doner", "index": "3", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p1_h_acceptor", "index": "4", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p1_pi_doner", "index": "5", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p1_pi_acceptor", "index": "6", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p1_polarisable", "index": "7", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p1_sigma", "index": "8", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p1_branch", "index": "9", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p2_polar", "index": "10", "type": "numeric", "distinct": "6", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p2_size", "index": "11", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p2_flex", "index": "12", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p2_h_doner", "index": "13", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p2_h_acceptor", "index": "14", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p1_polar", "index": "0", "type": "numeric", "distinct": "6", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p2_pi_acceptor", "index": "16", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p2_polarisable", "index": "17", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p2_sigma", "index": "18", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p2_branch", "index": "19", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p3_polar", "index": "20", "type": "numeric", "distinct": "5", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p3_size", "index": "21", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p3_flex", "index": "22", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p3_h_doner", "index": "23", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p3_h_acceptor", "index": "24", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p3_pi_doner", "index": "25", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p3_pi_acceptor", "index": "26", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p3_polarisable", "index": "27", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p3_sigma", "index": "28", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p3_branch", "index": "29", "type": "numeric", "distinct": "3", "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": 8, "total_downloads": 9, "reach": 8, "reuse": 15, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 15 }