DEVELOPMENT... { "data_id": "493", "name": "wind_correlations", "exact_name": "wind_correlations", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nThese data are estimated correlations between daily 3 p.m. wind\nmeasurements during September and October 1997 for a network\nof 45 stations in the Sydney region.\nThe first column below gives a list of station latitudes,\nthe second gives a list of station longitudes, and\nthe remaining 45 columns give the 45 x 45 spatial correlation\nmatrix of the station measurements.\nFurther details about the data are contained\nin the following technical report:\nNott and Dunsmuir (1998) ``Analysis of Spatial Covariance\nStructure from Monitoring Data,'' Technical Report,\nDepartment of Statistics, University of New South Wales.\nEmail djn@maths.unsw.edu.au with any questions or to\nobtain a copy of the latest version of the above report.\n\n\nInformation about the dataset\nCLASSTYPE: numeric\nCLASSINDEX: none specific", "format": "ARFF", "uploader": "unknown", "uploader_id": 2, "visibility": "public", "creator": "Nott and Dunsmuir", "contributor": null, "date": "2014-09-29 00:06:42", "update_comment": null, "last_update": "2014-09-29 00:06:42", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/52605\/wind_correlations.arff", "default_target_attribute": "", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "wind_correlations", "These data are estimated correlations between daily 3 p.m. wind measurements during September and October 1997 for a network of 45 stations in the Sydney region. The first column below gives a list of station latitudes, the second gives a list of station longitudes, and the remaining 45 columns give the 45 x 45 spatial correlation matrix of the station measurements. Further details about the data are contained in the following technical report: Nott and Dunsmuir (1998) ``Analysis of Spatial Cova " ], "weight": 5 }, "qualities": { "NumberOfInstances": 45, "NumberOfFeatures": 47, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 47, "NumberOfSymbolicFeatures": 0, "AutoCorrelation": null, "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": 1.0444444444444445, "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": 12.994074032090126, "MaxMeansOfNumericAtts": 150.87993333333333, "MaxMutualInformation": null, "MaxNominalAttDistinctValues": null, "MaxSkewnessOfNumericAtts": 2.6169675789308755, "MaxStdDevOfNumericAtts": 0.5307178414871004, "MeanAttributeEntropy": null, "MeanKurtosisOfNumericAtts": 1.1184226154541985, "MeanMeansOfNumericAtts": 2.9396430260047284, "MeanMutualInformation": null, "MeanNoiseToSignalRatio": null, "MeanNominalAttDistinctValues": null, "MeanSkewnessOfNumericAtts": 0.17201124636587142, "MeanStdDevOfNumericAtts": 0.2051594723366148, "MinAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.7479102680253096, "MinMeansOfNumericAtts": -33.86048888888889, "MinMutualInformation": null, "MinNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -1.1708061886831054, "MinStdDevOfNumericAtts": 0.12851172960654078, "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": -0.021419081164806286, "Quartile1MeansOfNumericAtts": 0.4086, "Quartile1MutualInformation": null, "Quartile1SkewnessOfNumericAtts": -0.16591870623120988, "Quartile1StdDevOfNumericAtts": 0.16204450691776695, "Quartile2AttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 0.4697286128978724, "Quartile2MeansOfNumericAtts": 0.4779111111111111, "Quartile2MutualInformation": null, "Quartile2SkewnessOfNumericAtts": 0.1752899773494702, "Quartile2StdDevOfNumericAtts": 0.19028680373785165, "Quartile3AttributeEntropy": null, "Quartile3KurtosisOfNumericAtts": 1.7126170773133844, "Quartile3MeansOfNumericAtts": 0.5480888888888888, "Quartile3MutualInformation": null, "Quartile3SkewnessOfNumericAtts": 0.2957086026366418, "Quartile3StdDevOfNumericAtts": 0.2322913139690215, "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": [], "features": [ { "name": "station_34", "index": "35", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_23", "index": "24", "type": "numeric", "distinct": "40", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_24", "index": "25", "type": "numeric", "distinct": "43", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_25", "index": "26", "type": "numeric", "distinct": "43", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_26", "index": "27", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_27", "index": "28", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_28", "index": "29", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_29", "index": "30", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_30", "index": "31", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_31", "index": "32", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_32", "index": "33", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_33", "index": "34", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_22", "index": "23", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_35", "index": "36", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_36", "index": "37", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_37", "index": "38", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_38", "index": "39", "type": "numeric", "distinct": "43", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_39", "index": "40", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_40", "index": "41", "type": "numeric", "distinct": "43", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_41", "index": "42", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_42", "index": "43", "type": "numeric", "distinct": "42", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_43", "index": "44", "type": "numeric", "distinct": "41", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_44", "index": "45", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_45", "index": "46", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_11", "index": "12", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "longitude", "index": "1", "type": "numeric", "distinct": "44", "missing": "0", "min": "150", "max": "152", "mean": "151", "stdev": "1" }, { "name": "station_1", "index": "2", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_2", "index": "3", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_3", "index": "4", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_4", "index": "5", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_5", "index": "6", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_6", "index": "7", "type": "numeric", "distinct": "43", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_7", "index": "8", "type": "numeric", "distinct": "42", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_8", "index": "9", "type": "numeric", "distinct": "41", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_9", "index": "10", "type": "numeric", "distinct": "43", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_10", "index": "11", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "latitude", "index": "0", "type": "numeric", "distinct": "43", "missing": "0", "min": "-35", "max": "0", "mean": "-34", "stdev": "0" }, { "name": "station_12", "index": "13", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_13", "index": "14", "type": "numeric", "distinct": "42", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_14", "index": "15", "type": "numeric", "distinct": "43", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_15", "index": "16", "type": "numeric", "distinct": "43", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_16", "index": "17", "type": "numeric", "distinct": "43", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_17", "index": "18", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_18", "index": "19", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_19", "index": "20", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "station_20", "index": "21", "type": "numeric", "distinct": "45", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "station_21", "index": "22", "type": "numeric", "distinct": "44", "missing": "0", "min": "0", "max": "1", "mean": "1", "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 }