DEVELOPMENT... { "data_id": "296", "name": "Ailerons", "exact_name": "Ailerons", "version": 1, "version_label": null, "description": "**Author**: Luis Torgo\",\"Rui Camacho \n**Source**: Unknown - 2014-08-18 \n**Please cite**: \n\nThis data set addresses a control problem, namely flying a F16 aircraft. The attributes describe the status of the aeroplane, while the goal is to predict the control action on the ailerons of the aircraft.", "format": "ARFF", "uploader": "unknown", "uploader_id": 167, "visibility": "public", "creator": "Luis Torgo, Rui Camacho ", "contributor": null, "date": "2014-08-19 08:59:30", "update_comment": null, "last_update": "2014-08-19 08:59:30", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/52060\/ailerons.arff", "default_target_attribute": "goal", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "Ailerons", "This data set addresses a control problem, namely flying a F16 aircraft. The attributes describe the status of the aeroplane, while the goal is to predict the control action on the ailerons of the aircraft. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 13750, "NumberOfFeatures": 41, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 41, "NumberOfSymbolicFeatures": 0, "AutoCorrelation": 0.9997911920866972, "CfsSubsetEval_DecisionStumpAUC": null, "CfsSubsetEval_DecisionStumpErrRate": null, "CfsSubsetEval_DecisionStumpKappa": null, "CfsSubsetEval_NaiveBayesAUC": null, "CfsSubsetEval_NaiveBayesErrRate": null, "CfsSubsetEval_NaiveBayesKappa": null, "CfsSubsetEval_kNN1NAUC": null, "CfsSubsetEval_kNN1NErrRate": null, "CfsSubsetEval_kNN1NKappa": null, "ClassEntropy": null, "DecisionStumpAUC": null, "DecisionStumpErrRate": null, "DecisionStumpKappa": null, "Dimensionality": 0.002981818181818182, "EquivalentNumberOfAtts": null, "J48.00001.AUC": null, "J48.00001.ErrRate": null, "J48.00001.Kappa": null, "J48.0001.AUC": null, "J48.0001.ErrRate": null, "J48.0001.Kappa": null, "J48.001.AUC": null, "J48.001.ErrRate": null, "J48.001.Kappa": null, "MajorityClassPercentage": null, "MajorityClassSize": null, "MaxAttributeEntropy": null, "MaxKurtosisOfNumericAtts": 6874.500000000021, "MaxMeansOfNumericAtts": 0.6294087272727273, "MaxMutualInformation": null, "MaxNominalAttDistinctValues": null, "MaxSkewnessOfNumericAtts": 2.366188032892752, "MaxStdDevOfNumericAtts": 260.21445502336445, "MeanAttributeEntropy": null, "MeanKurtosisOfNumericAtts": 894.5643142034918, "MeanMeansOfNumericAtts": -0.8296802948115359, "MeanMutualInformation": null, "MeanNoiseToSignalRatio": null, "MeanNominalAttDistinctValues": null, "MeanSkewnessOfNumericAtts": -4.4797897489924745, "MeanStdDevOfNumericAtts": 7.406135399325283, "MinAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.6162753070957265, "MinMeansOfNumericAtts": -12.599563636363714, "MinMutualInformation": null, "MinNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -75.97382827745913, "MinStdDevOfNumericAtts": 1.2060892368989305e-5, "MinorityClassPercentage": null, "MinorityClassSize": null, "NaiveBayesAUC": null, "NaiveBayesErrRate": null, "NaiveBayesKappa": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "PercentageOfNumericFeatures": 100, "PercentageOfSymbolicFeatures": 0, "Quartile1AttributeEntropy": null, "Quartile1KurtosisOfNumericAtts": 4.668250916635497, "Quartile1MeansOfNumericAtts": -9.927272727272717e-5, "Quartile1MutualInformation": null, "Quartile1SkewnessOfNumericAtts": -2.138271851310029, "Quartile1StdDevOfNumericAtts": 0.0005187056614505035, "Quartile2AttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 6.985814987503748, "Quartile2MeansOfNumericAtts": 0, "Quartile2MutualInformation": null, "Quartile2SkewnessOfNumericAtts": 0.10726125776328592, "Quartile2StdDevOfNumericAtts": 0.006917702813442162, "Quartile3AttributeEntropy": null, "Quartile3KurtosisOfNumericAtts": 15.44378252644883, "Quartile3MeansOfNumericAtts": 0.02196570909090909, "Quartile3MutualInformation": null, "Quartile3SkewnessOfNumericAtts": 2.3476947284264527, "Quartile3StdDevOfNumericAtts": 0.06586358706996767, "REPTreeDepth1AUC": null, "REPTreeDepth1ErrRate": null, "REPTreeDepth1Kappa": null, "REPTreeDepth2AUC": null, "REPTreeDepth2ErrRate": null, "REPTreeDepth2Kappa": null, "REPTreeDepth3AUC": null, "REPTreeDepth3ErrRate": null, "REPTreeDepth3Kappa": null, "RandomTreeDepth1AUC": null, "RandomTreeDepth1ErrRate": null, "RandomTreeDepth1Kappa": null, "RandomTreeDepth2AUC": null, "RandomTreeDepth2ErrRate": null, "RandomTreeDepth2Kappa": null, "RandomTreeDepth3AUC": null, "RandomTreeDepth3ErrRate": null, "RandomTreeDepth3Kappa": null, "StdvNominalAttDistinctValues": null, "kNN1NAUC": null, "kNN1NErrRate": null, "kNN1NKappa": null }, "tags": [ { "tag": "OpenML-Reg19", "uploader": "5243" } ], "features": [ { "name": "goal", "index": "40", "type": "numeric", "distinct": "35", "missing": "0", "target": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime12", "index": "21", "type": "numeric", "distinct": "60", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime11", "index": "20", "type": "numeric", "distinct": "59", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime13", "index": "22", "type": "numeric", "distinct": "60", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime14", "index": "23", "type": "numeric", "distinct": "58", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime1", "index": "24", "type": "numeric", "distinct": "10", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime2", "index": "25", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime3", "index": "26", "type": "numeric", "distinct": "10", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime4", "index": "27", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime5", "index": "28", "type": "numeric", "distinct": "10", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime6", "index": "29", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime7", "index": "30", "type": "numeric", "distinct": "10", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime8", "index": "31", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime9", "index": "32", "type": "numeric", "distinct": "10", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime10", "index": "33", "type": "numeric", "distinct": "7", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime11", "index": "34", "type": "numeric", "distinct": "12", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime12", "index": "35", "type": "numeric", "distinct": "6", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime13", "index": "36", "type": "numeric", "distinct": "13", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffSeTime14", "index": "37", "type": "numeric", "distinct": "5", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "alpha", "index": "38", "type": "numeric", "distinct": "17", "missing": "0", "min": "0", "max": "2", "mean": "1", "stdev": "0" }, { "name": "Se", "index": "39", "type": "numeric", "distinct": "58", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime1", "index": "10", "type": "numeric", "distinct": "60", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "Sgz", "index": "1", "type": "numeric", "distinct": "182", "missing": "0", "min": "-99", "max": "94", "mean": "-13", "stdev": "26" }, { "name": "p", "index": "2", "type": "numeric", "distinct": "193", "missing": "0", "min": "-2", "max": "1", "mean": "0", "stdev": "0" }, { "name": "q", "index": "3", "type": "numeric", "distinct": "99", "missing": "0", "min": "-1", "max": "1", "mean": "0", "stdev": "0" }, { "name": "curPitch", "index": "4", "type": "numeric", "distinct": "233", "missing": "0", "min": "0", "max": "3", "mean": "1", "stdev": "0" }, { "name": "curRoll", "index": "5", "type": "numeric", "distinct": "61", "missing": "0", "min": "-3", "max": "3", "mean": "0", "stdev": "1" }, { "name": "absRoll", "index": "6", "type": "numeric", "distinct": "21", "missing": "0", "min": "-23", "max": "0", "mean": "-11", "stdev": "4" }, { "name": "diffClb", "index": "7", "type": "numeric", "distinct": "88", "missing": "0", "min": "-62", "max": "46", "mean": "-1", "stdev": "10" }, { "name": "diffRollRate", "index": "8", "type": "numeric", "distinct": "117", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "diffDiffClb", "index": "9", "type": "numeric", "distinct": "141", "missing": "0", "min": "-9", "max": "16", "mean": "0", "stdev": "1" }, { "name": "climbRate", "index": "0", "type": "numeric", "distinct": "1411", "missing": "0", "min": "-975", "max": "977", "mean": "-11", "stdev": "260" }, { "name": "SeTime2", "index": "11", "type": "numeric", "distinct": "61", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime3", "index": "12", "type": "numeric", "distinct": "61", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime4", "index": "13", "type": "numeric", "distinct": "60", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime5", "index": "14", "type": "numeric", "distinct": "60", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime6", "index": "15", "type": "numeric", "distinct": "61", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime7", "index": "16", "type": "numeric", "distinct": "61", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime8", "index": "17", "type": "numeric", "distinct": "60", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime9", "index": "18", "type": "numeric", "distinct": "60", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "SeTime10", "index": "19", "type": "numeric", "distinct": "59", "missing": "0", "min": "0", "max": "0", "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 }