{ "data_id": "31", "name": "eucalyptus", "exact_name": "eucalyptus", "version": 1, "version_label": "1", "description": null, "format": "ARFF", "uploader": "Jan van Rijn", "uploader_id": 1, "visibility": "public", "creator": null, "contributor": null, "date": "2014-04-23 13:15:28", "update_comment": null, "last_update": "2014-04-23 13:15:28", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3625\/dataset_194_eucalyptus.arff", "default_target_attribute": "Utility", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "eucalyptus", " " ], "weight": 5 }, "qualities": { "NumberOfInstances": 736, "NumberOfFeatures": 20, "NumberOfClasses": 5, "NumberOfMissingValues": 448, "NumberOfInstancesWithMissingValues": 95, "NumberOfNumericFeatures": 14, "NumberOfSymbolicFeatures": 6, "MeanMutualInformation": 0.38124136721444601, "NaiveBayesKappa": 0.42741183362624485, "Quartile1MeansOfNumericAtts": 2.8829085457271368, "REPTreeDepth1AUC": 0.71713706408052347, "CfsSubsetEval_NaiveBayesErrRate": 0.41847826086956524, "RandomTreeDepth3ErrRate": 0.47690217391304346, "J48.0001.Kappa": 0.49336985707179887, "MeanNoiseToSignalRatio": 8.0825303963019124, "NumberOfBinaryFeatures": 0, "Quartile1MutualInformation": 0.32331236253055501, "REPTreeDepth1ErrRate": 0.55570652173913049, "CfsSubsetEval_NaiveBayesKappa": 0.46373071090787371, "RandomTreeDepth3Kappa": 0.3915134670419616, "J48.001.AUC": 0.81841371516832284, "MeanNominalAttDistinctValues": 13.666666666666666, "Quartile1SkewnessOfNumericAtts": -0.3960800165047112, "REPTreeDepth1Kappa": 0.26720173715331791, "CfsSubsetEval_kNN1NAUC": 0.82394939666572131, "StdvNominalAttDistinctValues": 7.6594168620507048, "J48.001.ErrRate": 0.39673913043478259, "MeanSkewnessOfNumericAtts": 2.5514530161151772, "Quartile1StdDevOfNumericAtts": 0.77850278918129101, "REPTreeDepth2AUC": 0.71713706408052347, "CfsSubsetEval_kNN1NErrRate": 0.41847826086956524, "kNN1NAUC": 0.70181526026952223, "J48.001.Kappa": 0.49336985707179887, "MeanStdDevOfNumericAtts": 172.61081562461396, "Quartile2AttributeEntropy": 3.4759821137655975, "REPTreeDepth2ErrRate": 0.55570652173913049, "CfsSubsetEval_kNN1NKappa": 0.46373071090787371, "kNN1NErrRate": 0.46603260869565216, "MajorityClassPercentage": 29.076086956521742, "MinAttributeEntropy": 2.5810641739409617, "Quartile2KurtosisOfNumericAtts": 0.42891150827213842, "REPTreeDepth2Kappa": 0.26720173715331791, "ClassEntropy": 2.2620836204282742, "kNN1NKappa": 0.40228622299671357, "MajorityClassSize": 214, "MinKurtosisOfNumericAtts": -1.8878025968703389, "Quartile2MeansOfNumericAtts": 6.2496026170588177, "REPTreeDepth3AUC": 0.71713706408052347, "DecisionStumpAUC": 0.75194016673509578, "MaxAttributeEntropy": 4.2373637557635595, "MinMeansOfNumericAtts": -2.5842391304347836, "Quartile2MutualInformation": 0.40765214345173001, "REPTreeDepth3ErrRate": 0.55570652173913049, "DecisionStumpErrRate": 0.50543478260869568, "MaxKurtosisOfNumericAtts": 734.94162117957774, "MinMutualInformation": 0.24650313929826001, "Quartile2SkewnessOfNumericAtts": 0.11119478923130877, "REPTreeDepth3Kappa": 0.26720173715331791, "DecisionStumpKappa": 0.30247986100142155, "MaxMeansOfNumericAtts": 2054.7393689986247, "MinNominalAttDistinctValues": 5, "PercentageOfBinaryFeatures": 0, "Quartile2StdDevOfNumericAtts": 1.3465996573398586, "RandomTreeDepth1AUC": 0.72195088133135321, "Dimensionality": 0.02717391304347826, "MaxMutualInformation": 0.42753276429853998, "MinSkewnessOfNumericAtts": -0.69709087242667367, "PercentageOfInstancesWithMissingValues": 12.907608695652172, "Quartile3AttributeEntropy": 4.0097382462751909, "RandomTreeDepth1ErrRate": 0.47690217391304346, "EquivalentNumberOfAtts": 5.9334684401020565, "MaxNominalAttDistinctValues": 27, "MinStdDevOfNumericAtts": 0.49318784476285216, "PercentageOfMissingValues": 3.0434782608695654, "Quartile3KurtosisOfNumericAtts": 1.3641239688052669, "AutoCorrelation": 0.39319727891156464, "RandomTreeDepth1Kappa": 0.3915134670419616, "J48.00001.AUC": 0.81841371516832284, "MaxSkewnessOfNumericAtts": 27.109270846229688, "MinorityClassPercentage": 14.266304347826086, "PercentageOfNumericFeatures": 70, "Quartile3MeansOfNumericAtts": 403.00271739130409, "CfsSubsetEval_DecisionStumpAUC": 0.82394939666572131, "RandomTreeDepth2AUC": 0.72195088133135321, "J48.00001.ErrRate": 0.39673913043478259, "MaxStdDevOfNumericAtts": 1551.7798185802085, "MinorityClassSize": 105, "PercentageOfSymbolicFeatures": 30, "Quartile3MutualInformation": 0.42596498377969499, "CfsSubsetEval_DecisionStumpErrRate": 0.41847826086956524, "RandomTreeDepth2ErrRate": 0.47690217391304346, "J48.00001.Kappa": 0.49336985707179887, "MeanAttributeEntropy": 3.4626363060529055, "MeanKurtosisOfNumericAtts": 62.865966258133142, "NaiveBayesAUC": 0.85207881741187363, "Quartile1AttributeEntropy": 2.9088614619742739, "Quartile3SkewnessOfNumericAtts": 0.95489480088785283, "CfsSubsetEval_DecisionStumpKappa": 0.46373071090787371, "RandomTreeDepth2Kappa": 0.3915134670419616, "J48.0001.AUC": 0.81841371516832284, "MeanMeansOfNumericAtts": 390.08682880727349, "NaiveBayesErrRate": 0.45108695652173914, "Quartile1KurtosisOfNumericAtts": -0.49614223767309562, "Quartile3StdDevOfNumericAtts": 80.617600562580421, "CfsSubsetEval_NaiveBayesAUC": 0.82394939666572131, "RandomTreeDepth3AUC": 0.72195088133135321, "J48.0001.ErrRate": 0.39673913043478259 }, "tags": [ { "tag": "study_14", "uploader": "1" }, { "tag": "study_1", "uploader": "0" }, { "tag": "study_2956", "uploader": "0" }, { "tag": "study_2958", "uploader": "0" }, { "tag": "study_2962", "uploader": "0" }, { "tag": "study_2964", "uploader": "0" }, { "tag": "study_2966", "uploader": "0" }, { "tag": "study_2968", "uploader": "0" }, { "tag": "study_2970", "uploader": "0" }, { "tag": "study_2971", "uploader": "0" }, { "tag": "study_2974", "uploader": "0" }, { "tag": "study_2975", "uploader": "0" }, { "tag": "study_2978", "uploader": "0" }, { "tag": "study_2979", "uploader": "0" }, { "tag": "study_2980", "uploader": "0" }, { "tag": "study_2984", "uploader": "0" }, { "tag": "study_2985", "uploader": "0" }, { "tag": "study_2988", "uploader": "0" }, { "tag": "study_2989", "uploader": "0" }, { "tag": "study_2992", "uploader": "0" }, { "tag": "study_2994", "uploader": "0" }, { "tag": "study_2996", "uploader": "0" }, { "tag": "study_2998", "uploader": "0" }, { "tag": "study_3000", "uploader": "0" }, { "tag": "study_3002", "uploader": "0" }, { "tag": "study_3003", "uploader": "0" }, { "tag": "study_3008", "uploader": "0" }, { "tag": "study_5960", "uploader": "0" }, { "tag": "study_8116", "uploader": "0" }, { "tag": "study_2956", "uploader": "0" }, { "tag": "study_2958", "uploader": "0" }, { "tag": "study_2962", "uploader": "0" }, { "tag": "study_2964", "uploader": "0" }, { "tag": "study_2966", "uploader": "0" }, { "tag": "study_2968", "uploader": "0" }, { "tag": "study_2970", "uploader": "0" }, { "tag": "study_2971", "uploader": "0" }, { "tag": "study_2974", "uploader": "0" }, { "tag": "study_2975", "uploader": "0" }, { "tag": "study_2978", "uploader": "0" }, { "tag": "study_2979", "uploader": "0" }, { "tag": "study_2980", "uploader": "0" }, { "tag": "study_2984", "uploader": "0" }, { "tag": "study_2985", "uploader": "0" }, { "tag": "study_2988", "uploader": "0" }, { "tag": "study_2989", "uploader": "0" }, { "tag": "study_2992", "uploader": "0" }, { "tag": "study_2994", "uploader": "0" }, { "tag": "study_2996", "uploader": "0" }, { "tag": "study_2998", "uploader": "0" }, { "tag": "study_3000", "uploader": "0" }, { "tag": "study_3002", "uploader": "0" }, { "tag": "study_3003", "uploader": "0" }, { "tag": "study_3818", "uploader": "0" }, { "tag": "study_4197", "uploader": "0" }, { "tag": "study_8675", "uploader": "0" }, { "tag": "study_2409", "uploader": "0" }, { "tag": "study_2956", "uploader": "0" }, { "tag": "study_2958", "uploader": "0" }, { "tag": "study_2962", "uploader": "0" }, { "tag": "study_2964", "uploader": "0" }, { "tag": "study_2966", "uploader": "0" }, { "tag": "study_2968", "uploader": "0" }, { "tag": "study_2970", "uploader": "0" }, { "tag": "study_2971", "uploader": "0" }, { "tag": "study_2974", "uploader": "0" }, { "tag": "study_2975", "uploader": "0" }, { "tag": "study_2978", "uploader": "0" }, { "tag": "study_2979", "uploader": "0" }, { "tag": "study_2980", "uploader": "0" }, { "tag": "study_2984", "uploader": "0" }, { "tag": "study_2985", "uploader": "0" }, { "tag": "study_2988", "uploader": "0" }, { "tag": "study_2989", "uploader": "0" }, { "tag": "study_2992", "uploader": "0" }, { "tag": "study_2994", "uploader": "0" }, { "tag": "study_2996", "uploader": "0" }, { "tag": "study_2998", "uploader": "0" }, { "tag": "study_3000", "uploader": "0" }, { "tag": "study_3002", "uploader": "0" }, { "tag": "study_3003", "uploader": "0" }, { "tag": "study_2956", "uploader": "0" }, { "tag": "study_2958", "uploader": "0" }, { "tag": "study_2962", "uploader": "0" }, { "tag": "study_2964", "uploader": "0" }, { "tag": "study_2966", "uploader": "0" }, { "tag": "study_2968", "uploader": "0" }, { "tag": "study_2970", "uploader": "0" }, { "tag": "study_2971", "uploader": "0" }, { "tag": "study_2974", "uploader": "0" }, { "tag": "study_2975", "uploader": "0" }, { "tag": "study_2978", "uploader": "0" }, { "tag": "study_2979", "uploader": "0" }, { "tag": "study_2980", "uploader": "0" }, { "tag": "study_2984", "uploader": "0" }, { "tag": "study_2985", "uploader": "0" }, { "tag": "study_2988", "uploader": "0" }, { "tag": "study_2989", "uploader": "0" }, { "tag": "study_2992", "uploader": "0" }, { "tag": "study_2994", "uploader": "0" }, { "tag": "study_2996", "uploader": "0" }, { "tag": "study_2998", "uploader": "0" }, { "tag": "study_3000", "uploader": "0" }, { "tag": "study_3002", "uploader": "0" }, { "tag": "study_3003", "uploader": "0" }, { "tag": "study_3294", "uploader": "0" }, { "tag": "study_8579", "uploader": "0" }, { "tag": "study_1634", "uploader": "0" }, { "tag": "study_2598", "uploader": "0" }, { "tag": "study_2956", "uploader": "0" }, { "tag": "study_2958", "uploader": "0" }, { "tag": "study_2962", "uploader": "0" }, { "tag": "study_2964", "uploader": "0" }, { "tag": "study_2966", "uploader": "0" }, { "tag": "study_2968", "uploader": "0" }, { "tag": "study_2970", "uploader": "0" }, { "tag": "study_2971", "uploader": "0" }, { "tag": "study_2974", "uploader": "0" }, { "tag": "study_2975", "uploader": "0" }, { "tag": "study_2978", "uploader": "0" }, { "tag": "study_2979", "uploader": "0" }, { "tag": "study_2980", "uploader": "0" }, { "tag": "study_2984", "uploader": "0" }, { "tag": "study_2985", "uploader": "0" }, { "tag": "study_2988", "uploader": "0" }, { "tag": "study_2989", "uploader": "0" }, { "tag": "study_2992", "uploader": "0" }, { "tag": "study_2994", "uploader": "0" }, { "tag": "study_2996", "uploader": "0" }, { "tag": "study_2998", "uploader": "0" }, { "tag": "study_3000", "uploader": "0" }, { "tag": "study_3002", "uploader": "0" }, { "tag": "study_3003", "uploader": "0" }, { "tag": "study_9587", "uploader": "0" }, { "tag": "study_531", "uploader": "0" }, { "tag": "study_2493", "uploader": "0" }, { "tag": "study_2956", "uploader": "0" }, { "tag": "study_2958", "uploader": "0" }, { "tag": "study_2962", "uploader": "0" }, { "tag": "study_2964", "uploader": "0" }, { "tag": "study_2966", "uploader": "0" }, { "tag": "study_2968", "uploader": "0" }, { "tag": "study_2970", "uploader": "0" }, { "tag": "study_2971", "uploader": "0" }, { "tag": "study_2974", "uploader": "0" }, { "tag": "study_2975", "uploader": "0" }, { "tag": "study_2978", "uploader": "0" }, { "tag": "study_2979", "uploader": "0" }, { "tag": "study_2980", "uploader": "0" }, { "tag": "study_2984", "uploader": "0" }, { "tag": "study_2985", "uploader": "0" }, { "tag": "study_2988", "uploader": "0" }, { "tag": "study_2989", "uploader": "0" }, { "tag": "study_2992", "uploader": "0" }, { "tag": "study_2994", "uploader": "0" }, { "tag": "study_2996", "uploader": "0" }, { "tag": "study_2998", "uploader": "0" }, { "tag": "study_3000", "uploader": "0" }, { "tag": "study_3002", "uploader": "0" }, { "tag": "study_3003", "uploader": "0" }, { "tag": "study_5630", "uploader": "0" }, { "tag": "study_9155", "uploader": "0" }, { "tag": "study_1260", "uploader": "0" }, { "tag": "study_2217", "uploader": "0" }, { "tag": "study_4199", "uploader": "0" }, { "tag": "study_3398", "uploader": "0" }, { "tag": "study_7996", "uploader": "0" }, { "tag": "study_3294", "uploader": "0" }, { "tag": "study_6128", "uploader": "0" } ], "features": [ { "name": "Utility", "index": "19", "type": "nominal", "distinct": "5", "missing": "0", "target": "1", "distr": [ [ "none", "low", "average", "good", "best" ], [ [ "180", "0", "0", "0", "0" ], [ "0", "107", "0", "0", "0" ], [ "0", "0", "130", "0", "0" ], [ "0", "0", "0", "214", "0" ], [ "0", "0", "0", "0", "105" ] ] ] }, { "name": "Abbrev", "index": "0", "type": "nominal", "distinct": "16", "missing": "0", "distr": [ [ "Cra", "Cly", "Nga", "Wai", "K81", "Wak", "K82", "WSp", "K83", "Lon", "Puk", "Paw", "K81a", "Mor", "Wen", "WSh" ], [ [ "0", "4", "7", "13", "6" ], [ "0", "5", "1", "11", "7" ], [ "4", "1", "3", "13", "1" ], [ "14", "14", "5", "14", "23" ], [ "7", "17", "9", "16", "16" ], [ "29", "12", "10", "14", "8" ], [ "10", "14", "11", "4", "6" ], [ "4", "1", "17", "31", "6" ], [ "10", "12", "14", "10", "3" ], [ "4", "8", "8", "30", "3" ], [ "22", "10", "24", "23", "5" ], [ "3", "4", "6", "27", "15" ], [ "4", "5", "13", "5", "6" ], [ "63", "0", "0", "0", "0" ], [ "6", "0", "0", "0", "0" ], [ "0", "0", "2", "3", "0" ] ] ] }, { "name": "Rep", "index": "1", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "22", "mean": "2", "stdev": "1" }, { "name": "Locality", "index": "2", "type": "nominal", "distinct": "8", "missing": "0", "distr": [ [ "Central_Hawkes_Bay", "Northern_Hawkes_Bay", "Southern_Hawkes_Bay", "Central_Hawkes_Bay_(coastal)", "Central_Wairarapa", "South_Wairarapa", "Southern_Hawkes_Bay_(coastal)", "Central_Poverty_Bay" ], [ [ "63", "4", "7", "13", "6" ], [ "0", "5", "1", "11", "7" ], [ "8", "2", "22", "47", "7" ], [ "14", "14", "5", "14", "23" ], [ "31", "48", "47", "35", "31" ], [ "55", "30", "42", "67", "16" ], [ "3", "4", "6", "27", "15" ], [ "6", "0", "0", "0", "0" ] ] ] }, { "name": "Map_Ref", "index": "3", "type": "nominal", "distinct": "14", "missing": "0", "distr": [ [ "N135_382\/137", "N116_848\/985", "N145_874\/586", "N142_377\/957", "N158_344\/626", "N162_081\/300", "N158_343\/625", "N151_912\/221", "N162_097\/424", "N166_063\/197", "N146_273\/737", "N141_295\/063", "N98_539\/567", "N151_922\/226" ], [ [ "0", "4", "7", "13", "6" ], [ "0", "5", "1", "11", "7" ], [ "4", "1", "3", "13", "1" ], [ "14", "14", "5", "14", "23" ], [ "21", "34", "36", "31", "25" ], [ "29", "12", "10", "14", "8" ], [ "10", "14", "11", "4", "6" ], [ "4", "1", "17", "31", "6" ], [ "4", "8", "8", "30", "3" ], [ "22", "10", "24", "23", "5" ], [ "3", "4", "6", "27", "15" ], [ "63", "0", "0", "0", "0" ], [ "6", "0", "0", "0", "0" ], [ "0", "0", "2", "3", "0" ] ] ] }, { "name": "Latitude", "index": "4", "type": "nominal", "distinct": "12", "missing": "0", "distr": [ [ "39__38", "39__00", "40__11", "39__50", "40__57", "41__12", "40__36", "41__08", "41__16", "40__00", "39__43", "82__32" ], [ [ "0", "4", "7", "13", "6" ], [ "0", "5", "1", "11", "7" ], [ "4", "1", "3", "13", "1" ], [ "14", "14", "5", "14", "23" ], [ "31", "48", "47", "35", "31" ], [ "29", "12", "10", "14", "8" ], [ "4", "1", "19", "34", "6" ], [ "4", "8", "8", "30", "3" ], [ "22", "10", "24", "23", "5" ], [ "3", "4", "6", "27", "15" ], [ "63", "0", "0", "0", "0" ], [ "6", "0", "0", "0", "0" ] ] ] }, { "name": "Altitude", "index": "5", "type": "numeric", "distinct": "9", "missing": "0", "min": "70", "max": "300", "mean": "172", "stdev": "59" }, { "name": "Rainfall", "index": "6", "type": "numeric", "distinct": "10", "missing": "0", "min": "850", "max": "1750", "mean": "1096", "stdev": "145" }, { "name": "Frosts", "index": "7", "type": "numeric", "distinct": "2", "missing": "0", "min": "-3", "max": "0", "mean": "-3", "stdev": "0" }, { "name": "Year", "index": "8", "type": "numeric", "distinct": "5", "missing": "0", "min": "1980", "max": "1986", "mean": "1982", "stdev": "2" }, { "name": "Sp", "index": "9", "type": "nominal", "distinct": "27", "missing": "0", "distr": [ [ "co", "fr", "ma", "nd", "ni", "ob", "ov", "pu", "rd", "si", "mn", "ag", "bxs", "br", "el", "fa", "jo", "ka", "re", "sm", "ro", "nc", "am", "cr", "pa", "ra", "te" ], [ [ "4", "4", "7", "10", "2" ], [ "5", "5", "9", "24", "9" ], [ "0", "2", "1", "0", "0" ], [ "20", "2", "14", "36", "14" ], [ "0", "3", "5", "20", "3" ], [ "6", "2", "6", "19", "17" ], [ "11", "12", "16", "15", "8" ], [ "16", "0", "6", "9", "8" ], [ "15", "14", "6", "2", "0" ], [ "1", "1", "1", "5", "1" ], [ "1", "1", "0", "1", "0" ], [ "7", "2", "0", "0", "0" ], [ "3", "3", "7", "4", "0" ], [ "6", "14", "5", "1", "2" ], [ "4", "5", "2", "1", "0" ], [ "6", "5", "13", "20", "8" ], [ "4", "4", "1", "0", "0" ], [ "11", "8", "0", "0", "0" ], [ "7", "4", "17", "29", "25" ], [ "8", "6", "0", "0", "0" ], [ "1", "1", "0", "0", "0" ], [ "2", "3", "1", "0", "0" ], [ "19", "0", "7", "16", "6" ], [ "0", "5", "5", "1", "0" ], [ "3", "1", "1", "1", "2" ], [ "7", "0", "0", "0", "0" ], [ "13", "0", "0", "0", "0" ] ] ] }, { "name": "PMCno", "index": "10", "type": "numeric", "distinct": "85", "missing": "7", "min": "1", "max": "3275", "mean": "2055", "stdev": "618" }, { "name": "DBH", "index": "11", "type": "numeric", "distinct": "603", "missing": "1", "min": "1", "max": "42085", "mean": "73", "stdev": "1552" }, { "name": "Ht", "index": "12", "type": "numeric", "distinct": "531", "missing": "1", "min": "1", "max": "22", "mean": "9", "stdev": "4" }, { "name": "Surv", "index": "13", "type": "numeric", "distinct": "47", "missing": "94", "min": "2", "max": "100", "mean": "60", "stdev": "31" }, { "name": "Vig", "index": "14", "type": "numeric", "distinct": "33", "missing": "69", "min": "1", "max": "5", "mean": "3", "stdev": "1" }, { "name": "Ins_res", "index": "15", "type": "numeric", "distinct": "28", "missing": "69", "min": "0", "max": "5", "mean": "3", "stdev": "1" }, { "name": "Stem_Fm", "index": "16", "type": "numeric", "distinct": "26", "missing": "69", "min": "0", "max": "5", "mean": "3", "stdev": "1" }, { "name": "Crown_Fm", "index": "17", "type": "numeric", "distinct": "29", "missing": "69", "min": "0", "max": "5", "mean": "3", "stdev": "1" }, { "name": "Brnch_Fm", "index": "18", "type": "numeric", "distinct": "28", "missing": "69", "min": "0", "max": "5", "mean": "3", "stdev": "1" } ], "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 }