{ "data_id": "828", "name": "fri_c4_100_100", "exact_name": "fri_c4_100_100", "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": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": null, "contributor": null, "date": "2014-10-04 14:34:38", "update_comment": null, "last_update": "2014-10-04 14:34:38", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/53362\/fri_c4_100_100.arff", "default_target_attribute": "binaryClass", "row_id_attribute": null, "ignore_attribute": null, "runs": 734, "suggest": { "input": [ "fri_c4_100_100", "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": 100, "NumberOfFeatures": 101, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 100, "NumberOfSymbolicFeatures": 1, "REPTreeDepth3Kappa": 0.458700882117081, "DecisionStumpKappa": 0.5667585663647104, "MaxMeansOfNumericAtts": 9.000000006142983e-8, "MinMutualInformation": null, "Quartile2SkewnessOfNumericAtts": 0.013980628851398957, "RandomTreeDepth1AUC": 0.5537936571657969, "Dimensionality": 1.01, "MaxMutualInformation": null, "MinNominalAttDistinctValues": 2, "PercentageOfBinaryFeatures": 0.9900990099009901, "Quartile2StdDevOfNumericAtts": 1.0000000295444917, "RandomTreeDepth1ErrRate": 0.45, "EquivalentNumberOfAtts": null, "MaxNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": -0.36966306103855423, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "RandomTreeDepth1Kappa": 0.1064336775218428, "J48.00001.AUC": 0.6918908069048575, "MaxSkewnessOfNumericAtts": 1.507356546259657, "MinStdDevOfNumericAtts": 0.9999999362526187, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": -1.061227412527642, "AutoCorrelation": 0.3838383838383838, "RandomTreeDepth2AUC": 0.5537936571657969, "J48.00001.ErrRate": 0.35, "MaxStdDevOfNumericAtts": 1.0000000922883137, "MinorityClassPercentage": 47, "PercentageOfNumericFeatures": 99.00990099009901, "Quartile3MeansOfNumericAtts": 2.9999999962004865e-8, "CfsSubsetEval_DecisionStumpAUC": 0.7442794058611, "RandomTreeDepth2ErrRate": 0.45, "J48.00001.Kappa": 0.29662379421221874, "MeanAttributeEntropy": null, "MinorityClassSize": 47, "PercentageOfSymbolicFeatures": 0.9900990099009901, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": 0.26, "RandomTreeDepth2Kappa": 0.1064336775218428, "J48.0001.AUC": 0.6918908069048575, "MeanKurtosisOfNumericAtts": -1.086528594038148, "NaiveBayesAUC": 0.6495383380168608, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 0.12296300273266539, "CfsSubsetEval_DecisionStumpKappa": 0.48677457560205295, "RandomTreeDepth3AUC": 0.5537936571657969, "J48.0001.ErrRate": 0.35, "MeanMeansOfNumericAtts": 2.400000001148531e-9, "NaiveBayesErrRate": 0.36, "Quartile1KurtosisOfNumericAtts": -1.2618333785816254, "Quartile3StdDevOfNumericAtts": 1.0000000507794085, "CfsSubsetEval_NaiveBayesAUC": 0.7442794058611, "RandomTreeDepth3ErrRate": 0.45, "J48.0001.Kappa": 0.29662379421221874, "MeanMutualInformation": null, "NaiveBayesKappa": 0.2773986350863107, "Quartile1MeansOfNumericAtts": -1.999999997726043e-8, "REPTreeDepth1AUC": 0.748896025692493, "CfsSubsetEval_NaiveBayesErrRate": 0.26, "RandomTreeDepth3Kappa": 0.1064336775218428, "J48.001.AUC": 0.6918908069048575, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 1, "Quartile1MutualInformation": null, "REPTreeDepth1ErrRate": 0.27, "CfsSubsetEval_NaiveBayesKappa": 0.48677457560205295, "CfsSubsetEval_kNN1NAUC": 0.7442794058611, "StdvNominalAttDistinctValues": 0, "J48.001.ErrRate": 0.35, "MeanNominalAttDistinctValues": 2, "Quartile1SkewnessOfNumericAtts": -0.1084418669309265, "REPTreeDepth1Kappa": 0.458700882117081, "CfsSubsetEval_kNN1NErrRate": 0.26, "kNN1NAUC": 0.467482938578884, "J48.001.Kappa": 0.29662379421221874, "MeanSkewnessOfNumericAtts": 0.025553970255802607, "Quartile1StdDevOfNumericAtts": 1.0000000041388164, "REPTreeDepth2AUC": 0.748896025692493, "CfsSubsetEval_kNN1NKappa": 0.48677457560205295, "kNN1NErrRate": 0.53, "MajorityClassPercentage": 53, "MeanStdDevOfNumericAtts": 1.000000029725532, "Quartile2AttributeEntropy": null, "REPTreeDepth2ErrRate": 0.27, "ClassEntropy": 0.9974015885677396, "kNN1NKappa": -0.065112540192926, "MajorityClassSize": 53, "MinAttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": -1.1838677225247543, "REPTreeDepth2Kappa": 0.458700882117081, "REPTreeDepth3AUC": 0.748896025692493, "DecisionStumpAUC": 0.7922521075873143, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.4063050749169912, "Quartile2MeansOfNumericAtts": 5.551115123125782e-18, "REPTreeDepth3ErrRate": 0.27, "DecisionStumpErrRate": 0.22, "MaxKurtosisOfNumericAtts": 2.5045268664264824, "MinMeansOfNumericAtts": -5.999999997508e-8, "Quartile2MutualInformation": null }, "tags": [ { "uploader": "38960", "tag": "Chemistry" }, { "uploader": "38960", "tag": "Life Science" }, { "uploader": "1", "tag": "mythbusting_1" }, { "uploader": "2", "tag": "study_1" }, { "uploader": "939", "tag": "study_15" }, { "uploader": "939", "tag": "study_20" }, { "uploader": "1", "tag": "study_41" }, { "uploader": "64", "tag": "study_7" }, { "uploader": "4209", "tag": "study_88" } ], "features": [ { "name": "binaryClass", "index": "100", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "P", "N" ], [ [ "53", "0" ], [ "0", "47" ] ] ] }, { "name": "oz1", "index": "0", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz2", "index": "1", "type": "numeric", "distinct": "100", "missing": "0", "min": "-1", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz3", "index": "2", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "3", "mean": "0", "stdev": "1" }, { "name": "oz4", "index": "3", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz5", "index": "4", "type": "numeric", "distinct": "100", "missing": "0", "min": "-1", "max": "4", "mean": "0", "stdev": "1" }, { "name": "oz6", "index": "5", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "3", "mean": "0", "stdev": "1" }, { "name": "oz7", "index": "6", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz8", "index": "7", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz9", "index": "8", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz10", "index": "9", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz11", "index": "10", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz12", "index": "11", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz13", "index": "12", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz14", "index": "13", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "1", "mean": "0", "stdev": "1" }, { "name": "oz15", "index": "14", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz16", "index": "15", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz17", "index": "16", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz18", "index": "17", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz19", "index": "18", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz20", "index": "19", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz21", "index": "20", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz22", "index": "21", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz23", "index": "22", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz24", "index": "23", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz25", "index": "24", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz26", "index": "25", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "1", "mean": "0", "stdev": "1" }, { "name": "oz27", "index": "26", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz28", "index": "27", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz29", "index": "28", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz30", "index": "29", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz31", "index": "30", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "1", "mean": "0", "stdev": "1" }, { "name": "oz32", "index": "31", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz33", "index": "32", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz34", "index": "33", "type": "numeric", "distinct": "100", "missing": "0", "min": "-1", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz35", "index": "34", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz36", "index": "35", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz37", "index": "36", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz38", "index": "37", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz39", "index": "38", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz40", "index": "39", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz41", "index": "40", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz42", "index": "41", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz43", "index": "42", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz44", "index": "43", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz45", "index": "44", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz46", "index": "45", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz47", "index": "46", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz48", "index": "47", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz49", "index": "48", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz50", "index": "49", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz51", "index": "50", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz52", "index": "51", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz53", "index": "52", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz54", "index": "53", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz55", "index": "54", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz56", "index": "55", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz57", "index": "56", "type": "numeric", "distinct": "100", "missing": "0", "min": "-1", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz58", "index": "57", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz59", "index": "58", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz60", "index": "59", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "1", "mean": "0", "stdev": "1" }, { "name": "oz61", "index": "60", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz62", "index": "61", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz63", "index": "62", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz64", "index": "63", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz65", "index": "64", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz66", "index": "65", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz67", "index": "66", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz68", "index": "67", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz69", "index": "68", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz70", "index": "69", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz71", "index": "70", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz72", "index": "71", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz73", "index": "72", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz74", "index": "73", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz75", "index": "74", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz76", "index": "75", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz77", "index": "76", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz78", "index": "77", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz79", "index": "78", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz80", "index": "79", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz81", "index": "80", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz82", "index": "81", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz83", "index": "82", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz84", "index": "83", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz85", "index": "84", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz86", "index": "85", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz87", "index": "86", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz88", "index": "87", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz89", "index": "88", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz90", "index": "89", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz91", "index": "90", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz92", "index": "91", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz93", "index": "92", "type": "numeric", "distinct": "100", "missing": "0", "min": "-1", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz94", "index": "93", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz95", "index": "94", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz96", "index": "95", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz97", "index": "96", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz98", "index": "97", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz99", "index": "98", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" }, { "name": "oz100", "index": "99", "type": "numeric", "distinct": "100", "missing": "0", "min": "-2", "max": "2", "mean": "0", "stdev": "1" } ], "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 }