{ "data_id": "58", "name": "MagicTelescope", "exact_name": "MagicTelescope", "version": 1, "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 00:42:01", "update_comment": "ID is a row id", "last_update": "2015-04-15 17:41:20", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/54003\/MagicTelescope.arff", "default_target_attribute": "class:", "row_id_attribute": "ID", "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "MagicTelescope", "Dataset from the MLRR repository: http:\/\/axon.cs.byu.edu:5000\/ " ], "weight": 5 }, "qualities": { "NumberOfInstances": 19020, "NumberOfFeatures": 11, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 10, "NumberOfSymbolicFeatures": 1, "AutoCorrelation": 0.9999474210000526, "CfsSubsetEval_DecisionStumpAUC": 0.8572921379124913, "CfsSubsetEval_DecisionStumpErrRate": 0.17697160883280758, "CfsSubsetEval_DecisionStumpKappa": 0.5914141715321543, "CfsSubsetEval_NaiveBayesAUC": 0.8572921379124913, "CfsSubsetEval_NaiveBayesErrRate": 0.17697160883280758, "CfsSubsetEval_NaiveBayesKappa": 0.5914141715321543, "CfsSubsetEval_kNN1NAUC": 0.8572921379124913, "CfsSubsetEval_kNN1NErrRate": 0.17697160883280758, "CfsSubsetEval_kNN1NKappa": 0.5914141715321543, "ClassEntropy": 0.9355152445467361, "DecisionStumpAUC": 0.7297272713693088, "DecisionStumpErrRate": 0.27581493165089377, "DecisionStumpKappa": 0.42523478186335173, "Dimensionality": 0.0005783385909568874, "EquivalentNumberOfAtts": null, "J48.00001.AUC": 0.8519192201562201, "J48.00001.ErrRate": 0.15904311251314407, "J48.00001.Kappa": 0.6385741021369216, "J48.0001.AUC": 0.8519192201562201, "J48.0001.ErrRate": 0.15904311251314407, "J48.0001.Kappa": 0.6385741021369216, "J48.001.AUC": 0.8519192201562201, "J48.001.ErrRate": 0.15904311251314407, "J48.001.Kappa": 0.6385741021369216, "MajorityClassPercentage": 64.83701366982125, "MajorityClassSize": 12332, "MaxAttributeEntropy": null, "MaxKurtosisOfNumericAtts": 16.765406683786946, "MaxMeansOfNumericAtts": 193.81802646687697, "MaxMutualInformation": null, "MaxNominalAttDistinctValues": 2, "MaxSkewnessOfNumericAtts": 3.371627980775544, "MaxStdDevOfNumericAtts": 74.73178696313772, "MeanAttributeEntropy": null, "MeanKurtosisOfNumericAtts": 4.2731596123284605, "MeanMeansOfNumericAtts": 30.677838007360673, "MeanMutualInformation": null, "MeanNoiseToSignalRatio": null, "MeanNominalAttDistinctValues": 2, "MeanSkewnessOfNumericAtts": 0.6463449554867172, "MeanStdDevOfNumericAtts": 29.33458602526222, "MinAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.5337036036008977, "MinMeansOfNumericAtts": -4.331745157728721, "MinMutualInformation": null, "MinNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": -1.1230780552847428, "MinStdDevOfNumericAtts": 0.11051079890195727, "MinorityClassPercentage": 35.16298633017876, "MinorityClassSize": 6688, "NaiveBayesAUC": 0.7566647723171501, "NaiveBayesErrRate": 0.2732386961093586, "NaiveBayesKappa": 0.3285481368790712, "NumberOfBinaryFeatures": 1, "PercentageOfBinaryFeatures": 9.090909090909092, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 90.9090909090909, "PercentageOfSymbolicFeatures": 9.090909090909092, "Quartile1AttributeEntropy": null, "Quartile1KurtosisOfNumericAtts": -0.21475672018584502, "Quartile1MeansOfNumericAtts": 0.2409587513144063, "Quartile1MutualInformation": null, "Quartile1SkewnessOfNumericAtts": -0.17151941301349327, "Quartile1StdDevOfNumericAtts": 0.4001522733222914, "Quartile2AttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 2.699126116854708, "Quartile2MeansOfNumericAtts": 6.685280888538376, "Quartile2MutualInformation": null, "Quartile2SkewnessOfNumericAtts": 0.5857915398743723, "Quartile2StdDevOfNumericAtts": 23.4655297287932, "Quartile3AttributeEntropy": null, "Quartile3KurtosisOfNumericAtts": 8.261585440584037, "Quartile3MeansOfNumericAtts": 34.04681848974762, "Quartile3MutualInformation": null, "Quartile3SkewnessOfNumericAtts": 1.160043459148741, "Quartile3StdDevOfNumericAtts": 53.05160400659326, "REPTreeDepth1AUC": 0.8736396474841971, "REPTreeDepth1ErrRate": 0.15304942166140903, "REPTreeDepth1Kappa": 0.6509075862290208, "REPTreeDepth2AUC": 0.8736396474841971, "REPTreeDepth2ErrRate": 0.15304942166140903, "REPTreeDepth2Kappa": 0.6509075862290208, "REPTreeDepth3AUC": 0.8736396474841971, "REPTreeDepth3ErrRate": 0.15304942166140903, "REPTreeDepth3Kappa": 0.6509075862290208, "RandomTreeDepth1AUC": 0.7894630872418122, "RandomTreeDepth1ErrRate": 0.19106203995793902, "RandomTreeDepth1Kappa": 0.5801171262317406, "RandomTreeDepth2AUC": 0.7894630872418122, "RandomTreeDepth2ErrRate": 0.19106203995793902, "RandomTreeDepth2Kappa": 0.5801171262317406, "RandomTreeDepth3AUC": 0.7894630872418122, "RandomTreeDepth3ErrRate": 0.19106203995793902, "RandomTreeDepth3Kappa": 0.5801171262317406, "StdvNominalAttDistinctValues": 0, "kNN1NAUC": 0.772223037674188, "kNN1NErrRate": 0.1967402733964248, "kNN1NKappa": 0.5577522117347957 }, "tags": [ { "uploader": "1159", "tag": "and" }, { "uploader": "1159", "tag": "of" }, { "uploader": "1", "tag": "study_14" }, { "uploader": "1159", "tag": "the" } ], "features": [ { "name": "class:", "index": "11", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "g", "h" ], [ [ "12332", "0" ], [ "0", "6688" ] ] ] }, { "name": "ID", "index": "0", "type": "numeric", "distinct": "19020", "missing": "0", "identifier": "1", "min": "1", "max": "19020", "mean": "9511", "stdev": "5491" }, { "name": "fLength:", "index": "1", "type": "numeric", "distinct": "18643", "missing": "0", "min": "4", "max": "334", "mean": "53", "stdev": "42" }, { "name": "fWidth:", "index": "2", "type": "numeric", "distinct": "18200", "missing": "0", "min": "0", "max": "256", "mean": "22", "stdev": "18" }, { "name": "fSize:", "index": "3", "type": "numeric", "distinct": "7228", "missing": "0", "min": "2", "max": "5", "mean": "3", "stdev": "0" }, { "name": "fConc:", "index": "4", "type": "numeric", "distinct": "6410", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "fConc1:", "index": "5", "type": "numeric", "distinct": "4421", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "fAsym:", "index": "6", "type": "numeric", "distinct": "18704", "missing": "0", "min": "-458", "max": "575", "mean": "-4", "stdev": "59" }, { "name": "fM3Long:", "index": "7", "type": "numeric", "distinct": "18693", "missing": "0", "min": "-332", "max": "238", "mean": "11", "stdev": "51" }, { "name": "fM3Trans:", "index": "8", "type": "numeric", "distinct": "18390", "missing": "0", "min": "-206", "max": "180", "mean": "0", "stdev": "21" }, { "name": "fAlpha:", "index": "9", "type": "numeric", "distinct": "17981", "missing": "0", "min": "0", "max": "90", "mean": "28", "stdev": "26" }, { "name": "fDist:", "index": "10", "type": "numeric", "distinct": "18437", "missing": "0", "min": "1", "max": "496", "mean": "194", "stdev": "75" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 11, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 11 }