{ "data_id": "686", "name": "rmftsa_ctoarrivals", "exact_name": "rmftsa_ctoarrivals", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nData Sets for 'Regression Models for Time Series Analysis' by\nB. Kedem and K. Fokianos, Wiley 2002. Submitted by Kostas\nFokianos (fokianos@ucy.ac.cy) [8\/Nov\/02] (176k)\n\nNote: - attribute names were generated manually\n- information about data taken from here:\nhttp:\/\/lib.stat.cmu.edu\/datasets\/\n\nFile: ..\/data\/rmftsa\/ctoarrivals.txt\n\nMontly number of tourist arrivals in Cyprus starting from\nJanuary 1979 and ending in December 2000.\n\n\nInformation about the dataset\nCLASSTYPE: numeric\nCLASSINDEX: none specific", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": "Benjamin Kedem, Konstantinos Fokianos", "contributor": null, "date": "2014-10-04 13:54:28", "update_comment": "set target feature", "last_update": "2014-10-07 02:30:35", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/52986\/rmftsa_ctoarrivals.arff", "default_target_attribute": "arrivals", "row_id_attribute": null, "ignore_attribute": null, "runs": 2, "suggest": { "input": [ "rmftsa_ctoarrivals", "Data Sets for 'Regression Models for Time Series Analysis' by B. Kedem and K. Fokianos, Wiley 2002. Submitted by Kostas Fokianos (fokianos@ucy.ac.cy) [8\/Nov\/02] (176k) Note: - attribute names were generated manually - information about data taken from here: http:\/\/lib.stat.cmu.edu\/datasets\/ File: ..\/data\/rmftsa\/ctoarrivals.txt Montly number of tourist arrivals in Cyprus starting from January 1979 and ending in December 2000. Information about the dataset CLASSTYPE: numeric CLASSINDEX: none speci " ], "weight": 5 }, "qualities": { "NumberOfInstances": 264, "NumberOfFeatures": 3, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 2, "NumberOfSymbolicFeatures": 1, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": null, "EquivalentNumberOfAtts": null, "MaxNominalAttDistinctValues": 12, "MinSkewnessOfNumericAtts": 0, "PercentageOfInstancesWithMissingValues": 0, "Quartile3KurtosisOfNumericAtts": -0.22402819837618893, "AutoCorrelation": -26506.817490494297, "RandomTreeDepth1Kappa": null, "J48.00001.AUC": null, "MaxSkewnessOfNumericAtts": 0.8821718094889496, "MinStdDevOfNumericAtts": 6.356338712269435, "PercentageOfMissingValues": 0, "Quartile3MeansOfNumericAtts": 115088.53787878771, "CfsSubsetEval_DecisionStumpAUC": null, "RandomTreeDepth2AUC": null, "J48.00001.ErrRate": null, "MaxStdDevOfNumericAtts": 86362.59280590329, "MinorityClassPercentage": null, "PercentageOfNumericFeatures": 66.66666666666666, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": null, "RandomTreeDepth2ErrRate": null, "J48.00001.Kappa": null, "MeanAttributeEntropy": null, "MinorityClassSize": null, "PercentageOfSymbolicFeatures": 33.33333333333333, "Quartile3SkewnessOfNumericAtts": 0.8821718094889496, "CfsSubsetEval_DecisionStumpKappa": null, "RandomTreeDepth2Kappa": null, "J48.0001.AUC": null, "MeanKurtosisOfNumericAtts": -0.7145287270072346, "NaiveBayesAUC": null, "Quartile1AttributeEntropy": null, "Quartile3StdDevOfNumericAtts": 86362.59280590329, "CfsSubsetEval_NaiveBayesAUC": null, "RandomTreeDepth3AUC": null, "J48.0001.ErrRate": null, "MeanMeansOfNumericAtts": 58539.018939393856, "NaiveBayesErrRate": null, "Quartile1KurtosisOfNumericAtts": -1.2050292556382802, "REPTreeDepth1AUC": null, "CfsSubsetEval_NaiveBayesErrRate": null, "RandomTreeDepth3ErrRate": null, "J48.0001.Kappa": null, "MeanMutualInformation": null, "NaiveBayesKappa": null, "Quartile1MeansOfNumericAtts": 1989.5, "REPTreeDepth1ErrRate": null, "CfsSubsetEval_NaiveBayesKappa": null, "RandomTreeDepth3Kappa": null, "J48.001.AUC": null, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "REPTreeDepth1Kappa": null, "CfsSubsetEval_kNN1NAUC": null, "StdvNominalAttDistinctValues": 0, "J48.001.ErrRate": null, "MeanNominalAttDistinctValues": 12, "Quartile1SkewnessOfNumericAtts": 0, "REPTreeDepth2AUC": null, "CfsSubsetEval_kNN1NErrRate": null, "kNN1NAUC": null, "J48.001.Kappa": null, "MeanSkewnessOfNumericAtts": 0.4410859047444748, "Quartile1StdDevOfNumericAtts": 6.356338712269435, "REPTreeDepth2ErrRate": null, "CfsSubsetEval_kNN1NKappa": null, "kNN1NErrRate": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 43184.47457230778, "Quartile2AttributeEntropy": null, "REPTreeDepth2Kappa": null, "ClassEntropy": null, "kNN1NKappa": null, "MajorityClassSize": null, "MinAttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": -0.7145287270072346, "Quartile2MeansOfNumericAtts": 58539.018939393856, "REPTreeDepth3AUC": null, "DecisionStumpAUC": null, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.2050292556382802, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": null, "DecisionStumpErrRate": null, "MaxKurtosisOfNumericAtts": -0.22402819837618893, "MinMeansOfNumericAtts": 1989.5, "Quartile2SkewnessOfNumericAtts": 0.4410859047444748, "REPTreeDepth3Kappa": null, "DecisionStumpKappa": null, "MaxMeansOfNumericAtts": 115088.53787878771, "MinMutualInformation": null, "Quartile2StdDevOfNumericAtts": 43184.47457230778, "RandomTreeDepth1AUC": null, "Dimensionality": 0.011363636363636364, "MaxMutualInformation": null, "MinNominalAttDistinctValues": 12, "PercentageOfBinaryFeatures": 0 }, "tags": [ { "tag": "StatLib", "uploader": "24659" }, { "tag": "study_239", "uploader": "0" } ], "features": [ { "name": "arrivals", "index": "2", "type": "numeric", "distinct": "263", "missing": "0", "target": "1", "min": "9718", "max": "362299", "mean": "115089", "stdev": "86363" }, { "name": "year", "index": "0", "type": "numeric", "distinct": "22", "missing": "0", "min": "1979", "max": "2000", "mean": "1990", "stdev": "6" }, { "name": "month", "index": "1", "type": "nominal", "distinct": "12", "missing": "0", "distr": [] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 13, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 13, "topics": [ { "uploader": "8111", "topic": "Book-based" } ] }