DEVELOPMENT... { "data_id": "1449", "name": "MeanWhile1", "exact_name": "MeanWhile1", "version": 1, "version_label": "1", "description": "**Author**: Hans Bauer Jesus\",\"Deter Bergman \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nMean While 1", "format": "ARFF", "uploader": "unknown", "uploader_id": 427, "visibility": "public", "creator": "\"Hans Bauer Jesus\",\"Deter Bergman\"", "contributor": null, "date": "2015-05-20 15:56:02", "update_comment": null, "last_update": "2015-05-20 15:56:02", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/1583315\/phpae3tVg", "default_target_attribute": "def", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "MeanWhile1", "Mean While 1 " ], "weight": 5 }, "qualities": { "NumberOfInstances": 253, "NumberOfFeatures": 38, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 37, "NumberOfSymbolicFeatures": 1, "AutoCorrelation": 0.8253968253968254, "CfsSubsetEval_DecisionStumpAUC": 0.6398721730580138, "CfsSubsetEval_DecisionStumpErrRate": 0.12648221343873517, "CfsSubsetEval_DecisionStumpKappa": 0.10243902439024347, "CfsSubsetEval_NaiveBayesAUC": 0.6398721730580138, "CfsSubsetEval_NaiveBayesErrRate": 0.12648221343873517, "CfsSubsetEval_NaiveBayesKappa": 0.10243902439024347, "CfsSubsetEval_kNN1NAUC": 0.6398721730580138, "CfsSubsetEval_kNN1NErrRate": 0.12648221343873517, "CfsSubsetEval_kNN1NKappa": 0.10243902439024347, "ClassEntropy": 0.48994057839294225, "DecisionStumpAUC": 0.6996066863323501, "DecisionStumpErrRate": 0.11462450592885376, "DecisionStumpKappa": 0.16823489400294758, "Dimensionality": 0.15019762845849802, "EquivalentNumberOfAtts": null, "J48.00001.AUC": 0.6550311373320223, "J48.00001.ErrRate": 0.12648221343873517, "J48.00001.Kappa": 0.290322580645161, "J48.0001.AUC": 0.6550311373320223, "J48.0001.ErrRate": 0.12648221343873517, "J48.0001.Kappa": 0.290322580645161, "J48.001.AUC": 0.6550311373320223, "J48.001.ErrRate": 0.12648221343873517, "J48.001.Kappa": 0.290322580645161, "MajorityClassPercentage": 89.32806324110672, "MajorityClassSize": 226, "MaxAttributeEntropy": null, "MaxKurtosisOfNumericAtts": 67.0108383355652, "MaxMeansOfNumericAtts": 11007.662173913044, "MaxMutualInformation": null, "MaxNominalAttDistinctValues": 2, "MaxSkewnessOfNumericAtts": 8.125142988794616, "MaxStdDevOfNumericAtts": 19242.037136467927, "MeanAttributeEntropy": null, "MeanKurtosisOfNumericAtts": 8.056947626922902, "MeanMeansOfNumericAtts": 344.9995171456041, "MeanMutualInformation": null, "MeanNoiseToSignalRatio": null, "MeanNominalAttDistinctValues": 2, "MeanSkewnessOfNumericAtts": 2.1270787468785652, "MeanStdDevOfNumericAtts": 576.1685639705777, "MinAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.25770889130497343, "MinMeansOfNumericAtts": 0.075098814229249, "MinMutualInformation": null, "MinNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": -0.9701367257672698, "MinStdDevOfNumericAtts": 0.07407899057235186, "MinorityClassPercentage": 10.67193675889328, "MinorityClassSize": 27, "NaiveBayesAUC": 0.7347383673855393, "NaiveBayesErrRate": 0.18181818181818182, "NaiveBayesKappa": 0.2808947108255069, "NumberOfBinaryFeatures": 1, "PercentageOfBinaryFeatures": 2.631578947368421, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 97.36842105263158, "PercentageOfSymbolicFeatures": 2.631578947368421, "Quartile1AttributeEntropy": null, "Quartile1KurtosisOfNumericAtts": 2.492979771776132, "Quartile1MeansOfNumericAtts": 1.5784584980237155, "Quartile1MutualInformation": null, "Quartile1SkewnessOfNumericAtts": 1.420791939182155, "Quartile1StdDevOfNumericAtts": 1.4395549591438992, "Quartile2AttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 3.552651971335748, "Quartile2MeansOfNumericAtts": 7.375494071146243, "Quartile2MutualInformation": null, "Quartile2SkewnessOfNumericAtts": 1.7348151206043987, "Quartile2StdDevOfNumericAtts": 6.541390703303892, "Quartile3AttributeEntropy": null, "Quartile3KurtosisOfNumericAtts": 6.152515523936861, "Quartile3MeansOfNumericAtts": 26.717391304347828, "Quartile3MutualInformation": null, "Quartile3SkewnessOfNumericAtts": 2.191684505844682, "Quartile3StdDevOfNumericAtts": 20.886161560942497, "REPTreeDepth1AUC": 0.6197148475909537, "REPTreeDepth1ErrRate": 0.1383399209486166, "REPTreeDepth1Kappa": 0.1809268337804089, "REPTreeDepth2AUC": 0.6197148475909537, "REPTreeDepth2ErrRate": 0.1383399209486166, "REPTreeDepth2Kappa": 0.1809268337804089, "REPTreeDepth3AUC": 0.6197148475909537, "REPTreeDepth3ErrRate": 0.1383399209486166, "REPTreeDepth3Kappa": 0.1809268337804089, "RandomTreeDepth1AUC": 0.5884136348738118, "RandomTreeDepth1ErrRate": 0.18181818181818182, "RandomTreeDepth1Kappa": 0.1564221513482171, "RandomTreeDepth2AUC": 0.5884136348738118, "RandomTreeDepth2ErrRate": 0.18181818181818182, "RandomTreeDepth2Kappa": 0.1564221513482171, "RandomTreeDepth3AUC": 0.5884136348738118, "RandomTreeDepth3ErrRate": 0.18181818181818182, "RandomTreeDepth3Kappa": 0.1564221513482171, "StdvNominalAttDistinctValues": 0, "kNN1NAUC": 0.5670272041953459, "kNN1NErrRate": 0.16996047430830039, "kNN1NKappa": 0.15014451995937791 }, "tags": [ { "tag": "study_88", "uploader": "4209" } ], "topics": [ { "topic": "Trading", "uploader": "8111" } ], "features": [ { "name": "def", "index": "37", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "N", "Y" ], [ [ "226", "0" ], [ "0", "27" ] ] ] }, { "name": "v", "index": "20", "type": "numeric", "distinct": "60", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "u", "index": "19", "type": "numeric", "distinct": "250", "missing": "0", "min": "91", "max": "176349", "mean": "11008", "stdev": "19242" }, { "name": "z", "index": "21", "type": "numeric", "distinct": "146", "missing": "0", "min": "11", "max": "526", "mean": "106", "stdev": "87" }, { "name": "aa", "index": "22", "type": "numeric", "distinct": "30", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "ab", "index": "23", "type": "numeric", "distinct": "250", "missing": "0", "min": "5", "max": "9797", "mean": "612", "stdev": "1069" }, { "name": "ac", "index": "24", "type": "numeric", "distinct": "238", "missing": "0", "min": "36", "max": "3717", "mean": "599", "stdev": "576" }, { "name": "ad", "index": "25", "type": "numeric", "distinct": "42", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "ae", "index": "26", "type": "numeric", "distinct": "20", "missing": "0", "min": "1", "max": "23", "mean": "4", "stdev": "4" }, { "name": "af", "index": "27", "type": "numeric", "distinct": "31", "missing": "0", "min": "2", "max": "48", "mean": "7", "stdev": "7" }, { "name": "ag", "index": "28", "type": "numeric", "distinct": "57", "missing": "0", "min": "5", "max": "110", "mean": "22", "stdev": "17" }, { "name": "ah", "index": "29", "type": "numeric", "distinct": "37", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "ai", "index": "30", "type": "numeric", "distinct": "101", "missing": "0", "min": "4", "max": "226", "mean": "47", "stdev": "38" }, { "name": "aj", "index": "31", "type": "numeric", "distinct": "113", "missing": "0", "min": "6", "max": "303", "mean": "59", "stdev": "49" }, { "name": "ak", "index": "32", "type": "numeric", "distinct": "62", "missing": "0", "min": "3", "max": "94", "mean": "26", "stdev": "17" }, { "name": "al", "index": "33", "type": "numeric", "distinct": "30", "missing": "0", "min": "4", "max": "44", "mean": "14", "stdev": "7" }, { "name": "am", "index": "34", "type": "numeric", "distinct": "89", "missing": "0", "min": "5", "max": "171", "mean": "40", "stdev": "29" }, { "name": "an", "index": "35", "type": "numeric", "distinct": "131", "missing": "0", "min": "0", "max": "66", "mean": "16", "stdev": "14" }, { "name": "ao", "index": "36", "type": "numeric", "distinct": "69", "missing": "0", "min": "4", "max": "112", "mean": "27", "stdev": "20" }, { "name": "k", "index": "10", "type": "numeric", "distinct": "20", "missing": "0", "min": "1", "max": "26", "mean": "4", "stdev": "4" }, { "name": "b", "index": "1", "type": "numeric", "distinct": "31", "missing": "0", "min": "3", "max": "50", "mean": "10", "stdev": "9" }, { "name": "c", "index": "2", "type": "numeric", "distinct": "24", "missing": "0", "min": "0", "max": "25", "mean": "6", "stdev": "5" }, { "name": "d", "index": "3", "type": "numeric", "distinct": "5", "missing": "0", "min": "0", "max": "16", "mean": "0", "stdev": "2" }, { "name": "e", "index": "4", "type": "numeric", "distinct": "25", "missing": "0", "min": "0", "max": "42", "mean": "5", "stdev": "6" }, { "name": "f", "index": "5", "type": "numeric", "distinct": "30", "missing": "0", "min": "4", "max": "82", "mean": "14", "stdev": "14" }, { "name": "g", "index": "6", "type": "numeric", "distinct": "24", "missing": "0", "min": "2", "max": "28", "mean": "6", "stdev": "5" }, { "name": "h", "index": "7", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "i", "index": "8", "type": "numeric", "distinct": "17", "missing": "0", "min": "2", "max": "36", "mean": "6", "stdev": "6" }, { "name": "j", "index": "9", "type": "numeric", "distinct": "28", "missing": "0", "min": "2", "max": "12", "mean": "2", "stdev": "1" }, { "name": "a", "index": "0", "type": "numeric", "distinct": "27", "missing": "0", "min": "0", "max": "34", "mean": "6", "stdev": "6" }, { "name": "l", "index": "11", "type": "numeric", "distinct": "36", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "m", "index": "12", "type": "numeric", "distinct": "69", "missing": "0", "min": "5", "max": "134", "mean": "26", "stdev": "22" }, { "name": "n", "index": "13", "type": "numeric", "distinct": "16", "missing": "0", "min": "1", "max": "23", "mean": "2", "stdev": "3" }, { "name": "o", "index": "14", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "p", "index": "15", "type": "numeric", "distinct": "69", "missing": "0", "min": "4", "max": "112", "mean": "27", "stdev": "20" }, { "name": "r", "index": "16", "type": "numeric", "distinct": "6", "missing": "0", "min": "0", "max": "6", "mean": "1", "stdev": "1" }, { "name": "s", "index": "17", "type": "numeric", "distinct": "248", "missing": "0", "min": "6", "max": "175", "mean": "47", "stdev": "28" }, { "name": "t", "index": "18", "type": "numeric", "distinct": "213", "missing": "0", "min": "3", "max": "48", "mean": "12", "stdev": "8" } ], "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 }