{ "data_id": "209", "name": "quake", "exact_name": "quake", "version": 1, "version_label": "1", "description": "**Author**: \n**Source**: Unknown - \n**Please cite**: \n\nDataset from Smoothing Methods in Statistics \n (ftp stat.cmu.edu\/datasets)\n\n Simonoff, J.S. (1996). Smoothing Methods in Statistics. New York: Springer-Verlag.", "format": "ARFF", "uploader": "Jan van Rijn", "uploader_id": 1, "visibility": "public", "creator": null, "contributor": null, "date": "2014-04-23 13:17:24", "update_comment": null, "last_update": "2014-04-23 13:17:24", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3646\/dataset_2195_quake.arff", "default_target_attribute": "richter", "row_id_attribute": null, "ignore_attribute": null, "runs": 2, "suggest": { "input": [ "quake", "Dataset from Smoothing Methods in Statistics (ftp stat.cmu.edu\/datasets) Simonoff, J.S. (1996). Smoothing Methods in Statistics. New York: Springer-Verlag. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 2178, "NumberOfFeatures": 4, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 4, "NumberOfSymbolicFeatures": 0, "Quartile2MeansOfNumericAtts": 31.438415977961434, "REPTreeDepth3AUC": null, "DecisionStumpAUC": null, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.8153019350336588, "Quartile2MutualInformation": null, "REPTreeDepth3ErrRate": null, "DecisionStumpErrRate": null, "MaxKurtosisOfNumericAtts": 10.796760983139114, "MinMeansOfNumericAtts": 5.977180899908173, "Quartile2SkewnessOfNumericAtts": 0.6720753196144684, "REPTreeDepth3Kappa": null, "DecisionStumpKappa": null, "MaxMeansOfNumericAtts": 74.35996326905416, "MinMutualInformation": null, "Quartile2StdDevOfNumericAtts": 73.50668982740368, "RandomTreeDepth1AUC": null, "Dimensionality": 0.0018365472910927456, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfBinaryFeatures": 0, "Quartile3AttributeEntropy": null, "RandomTreeDepth1ErrRate": null, "EquivalentNumberOfAtts": null, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": -0.8578739656544061, "PercentageOfInstancesWithMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 8.492586927081842, "AutoCorrelation": 0.8041800643086809, "RandomTreeDepth1Kappa": null, "J48.00001.AUC": null, "MaxSkewnessOfNumericAtts": 3.275952385239734, "MinStdDevOfNumericAtts": 0.1894263888349855, "PercentageOfMissingValues": 0, "Quartile3MeansOfNumericAtts": 69.49868112947658, "CfsSubsetEval_DecisionStumpAUC": null, "RandomTreeDepth2AUC": null, "J48.00001.ErrRate": null, "MaxStdDevOfNumericAtts": 118.87558082656727, "MinorityClassPercentage": null, "PercentageOfNumericFeatures": 100, "Quartile3MutualInformation": null, "CfsSubsetEval_DecisionStumpErrRate": null, "RandomTreeDepth2ErrRate": null, "J48.00001.Kappa": null, "MeanAttributeEntropy": null, "MinorityClassSize": null, "PercentageOfSymbolicFeatures": 0, "Quartile3SkewnessOfNumericAtts": 2.7815207606211274, "CfsSubsetEval_DecisionStumpKappa": null, "RandomTreeDepth2Kappa": null, "J48.0001.AUC": null, "MeanKurtosisOfNumericAtts": 2.688363927853376, "NaiveBayesAUC": null, "Quartile1AttributeEntropy": null, "Quartile3StdDevOfNumericAtts": 118.27363485173328, "CfsSubsetEval_NaiveBayesAUC": null, "RandomTreeDepth3AUC": null, "J48.0001.ErrRate": null, "MeanMeansOfNumericAtts": 35.8034940312213, "NaiveBayesErrRate": null, "Quartile1KurtosisOfNumericAtts": -0.813493475175737, "REPTreeDepth1AUC": null, "CfsSubsetEval_NaiveBayesErrRate": null, "RandomTreeDepth3ErrRate": null, "J48.0001.Kappa": null, "MeanMutualInformation": null, "NaiveBayesKappa": null, "Quartile1MeansOfNumericAtts": 6.473384986225895, "REPTreeDepth1ErrRate": null, "CfsSubsetEval_NaiveBayesKappa": null, "RandomTreeDepth3Kappa": null, "J48.001.AUC": null, "MeanNoiseToSignalRatio": null, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "REPTreeDepth1Kappa": null, "CfsSubsetEval_kNN1NAUC": null, "StdvNominalAttDistinctValues": null, "J48.001.ErrRate": null, "MeanNominalAttDistinctValues": null, "Quartile1SkewnessOfNumericAtts": -0.6319242861248975, "REPTreeDepth2AUC": null, "CfsSubsetEval_kNN1NErrRate": null, "kNN1NAUC": null, "J48.001.Kappa": null, "MeanSkewnessOfNumericAtts": 0.9405572647035662, "Quartile1StdDevOfNumericAtts": 7.778465473520262, "REPTreeDepth2ErrRate": null, "CfsSubsetEval_kNN1NKappa": null, "kNN1NErrRate": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 66.5195967175524, "Quartile2AttributeEntropy": null, "REPTreeDepth2Kappa": null, "ClassEntropy": null, "kNN1NKappa": null, "MajorityClassSize": null, "MinAttributeEntropy": null, "Quartile2KurtosisOfNumericAtts": 0.3859983316540254 }, "tags": [ { "tag": "study_225", "uploader": "0" } ], "features": [ { "name": "richter", "index": "3", "type": "numeric", "distinct": "12", "missing": "0", "target": "1", "min": "6", "max": "7", "mean": "6", "stdev": "0" }, { "name": "focal_depth", "index": "0", "type": "numeric", "distinct": "312", "missing": "0", "min": "0", "max": "656", "mean": "74", "stdev": "116" }, { "name": "latitude", "index": "1", "type": "numeric", "distinct": "1824", "missing": "0", "min": "-66", "max": "78", "mean": "8", "stdev": "31" }, { "name": "longitude", "index": "2", "type": "numeric", "distinct": "1958", "missing": "0", "min": "-180", "max": "180", "mean": "55", "stdev": "119" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 1, "total_downloads": 1, "reach": 1, "reuse": 1, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 1 }