{ "data_id": "41215", "name": "freMTPL2sev", "exact_name": "freMTPL2sev", "version": 1, "version_label": "1", "description": "The dataset freMTPL2sev contains claim amounts for 26,639 motor third-part liability policies.", "format": "ARFF", "uploader": "Christophe Dutang", "uploader_id": 6932, "visibility": "public", "creator": null, "contributor": null, "date": "2018-11-05 23:24:08", "update_comment": null, "last_update": "2018-11-05 23:24:08", "licence": "CC0", "status": "in_preparation", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/20649149\/freMTPL2sev.arff", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "freMTPL2sev", "The dataset freMTPL2sev contains claim amounts for 26,639 motor third-part liability policies. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 26639, "NumberOfFeatures": 2, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 2, "NumberOfSymbolicFeatures": 0, "Quartile1SkewnessOfNumericAtts": 0.352862866008736, "MeanMeansOfNumericAtts": 1141071.1837283794, "Quartile1StdDevOfNumericAtts": 29297.481336161636, "AutoCorrelation": null, "MeanMutualInformation": null, "Quartile2AttributeEntropy": null, "ClassEntropy": null, "MeanNoiseToSignalRatio": null, "Quartile2KurtosisOfNumericAtts": 7194.497887943528, "Dimensionality": 7.50778933143136e-5, "MeanNominalAttDistinctValues": null, "Quartile2MeansOfNumericAtts": 1141071.1837283794, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": 54.95867768107779, "Quartile2MutualInformation": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 803249.6441317264, "Quartile2SkewnessOfNumericAtts": 54.95867768107779, "MajorityClassSize": null, "MinAttributeEntropy": null, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 803249.6441317262, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -0.6334195786389594, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxKurtosisOfNumericAtts": 14389.629195465697, "MinMeansOfNumericAtts": 2278.536381996324, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 14389.629195465697, "MaxMeansOfNumericAtts": 2279863.8310747626, "MinMutualInformation": null, "PercentageOfNumericFeatures": 100, "Quartile3MeansOfNumericAtts": 2279863.8310747626, "MaxMutualInformation": null, "MinNominalAttDistinctValues": null, "PercentageOfSymbolicFeatures": 0, "Quartile3MutualInformation": null, "MaxNominalAttDistinctValues": null, "MinSkewnessOfNumericAtts": 0.352862866008736, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 109.56449249614684, "MaxSkewnessOfNumericAtts": 109.56449249614684, "MinStdDevOfNumericAtts": 29297.481336161636, "Quartile1KurtosisOfNumericAtts": -0.6334195786389594, "Quartile3StdDevOfNumericAtts": 1577201.806927291, "MaxStdDevOfNumericAtts": 1577201.806927291, "MinorityClassPercentage": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 2278.536381996324, "StdvNominalAttDistinctValues": null, "MeanAttributeEntropy": null, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": null, "MeanKurtosisOfNumericAtts": 7194.497887943529 }, "tags": [], "features": [ { "name": "IDpol", "index": "0", "type": "numeric", "distinct": "24950", "missing": "0", "min": "139", "max": "6113971", "mean": "2279864", "stdev": "1577202" }, { "name": "ClaimAmount", "index": "1", "type": "numeric", "distinct": "12369", "missing": "0", "min": "1", "max": "4075401", "mean": "2279", "stdev": "29297" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 1, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 1 }