{ "data_id": "42169", "name": "epiparo_extract", "exact_name": "epiparo_extract", "version": 1, "version_label": null, "description": "#modelage", "format": "ARFF", "uploader": "Gabriel Ferrettini", "uploader_id": 4030, "visibility": "public", "creator": "\"Ferrettini Gabriel\"", "contributor": null, "date": "2019-10-07 12:34:19", "update_comment": null, "last_update": "2019-10-07 12:34:19", "licence": "CC0", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/21754583\/epiparo_extract.arff", "default_target_attribute": "Diagnostic", "row_id_attribute": null, "ignore_attribute": null, "runs": 87, "suggest": { "input": [ "epiparo_extract", "#modelage " ], "weight": 5 }, "qualities": { "NumberOfInstances": 224, "NumberOfFeatures": 20, "NumberOfClasses": 6, "NumberOfMissingValues": 205, "NumberOfInstancesWithMissingValues": 143, "NumberOfNumericFeatures": 9, "NumberOfSymbolicFeatures": 11, "ClassEntropy": 1.367552313056074, "MeanNoiseToSignalRatio": 10.907993586951498, "Quartile2AttributeEntropy": 1.5032924121082274, "Dimensionality": 0.08928571428571429, "MeanNominalAttDistinctValues": 4.181818181818182, "Quartile2KurtosisOfNumericAtts": -0.3762257218950129, "EquivalentNumberOfAtts": 10.841958241004189, "MeanSkewnessOfNumericAtts": 2.2575196300999707, "Quartile2MeansOfNumericAtts": 3.90625, "MajorityClassPercentage": 54.91071428571429, "MeanStdDevOfNumericAtts": 10.84829214994542, "Quartile2MutualInformation": 0.112255933771815, "MajorityClassSize": 123, "MinAttributeEntropy": 0.9364375240301192, "Quartile2SkewnessOfNumericAtts": 0.9706476332481853, "MaxAttributeEntropy": 2.189044597278174, "MinKurtosisOfNumericAtts": -1.2019606544609256, "PercentageOfBinaryFeatures": 5, "Quartile2StdDevOfNumericAtts": 2.2290722222906143, "MaxKurtosisOfNumericAtts": 220.55589140861554, "MinMeansOfNumericAtts": 0.6261926605504586, "PercentageOfInstancesWithMissingValues": 63.83928571428571, "Quartile3AttributeEntropy": 1.8567369089128345, "MaxMeansOfNumericAtts": 25.09375, "MinMutualInformation": 0.02763870343695, "PercentageOfMissingValues": 4.575892857142857, "Quartile3KurtosisOfNumericAtts": 1.9129758070671805, "MaxMutualInformation": 0.31306444871923, "MinNominalAttDistinctValues": 2, "PercentageOfNumericFeatures": 45, "Quartile3MeansOfNumericAtts": 15.003794642857143, "MaxNominalAttDistinctValues": 5, "MinSkewnessOfNumericAtts": 0.14523809368931467, "PercentageOfSymbolicFeatures": 55.00000000000001, "Quartile3MutualInformation": 0.1566938669528525, "MaxSkewnessOfNumericAtts": 14.795071234753795, "MinStdDevOfNumericAtts": 0.6901977940916115, "Quartile1AttributeEntropy": 1.052472130612063, "Quartile3SkewnessOfNumericAtts": 1.037929985438628, "MaxStdDevOfNumericAtts": 61.47907267617201, "MinorityClassPercentage": 0.4464285714285714, "Quartile1KurtosisOfNumericAtts": -0.7665649542233117, "Quartile3StdDevOfNumericAtts": 13.15416281363094, "MeanAttributeEntropy": 1.5020168692500062, "MinorityClassSize": 1, "Quartile1MeansOfNumericAtts": 1.2819607236740376, "StdvNominalAttDistinctValues": 1.0787197799411874, "MeanKurtosisOfNumericAtts": 24.54585636422177, "NumberOfBinaryFeatures": 1, "Quartile1MutualInformation": 0.0733739501691325, "MeanMeansOfNumericAtts": 7.604037750805466, "Quartile1SkewnessOfNumericAtts": 0.39388379550539987, "AutoCorrelation": 0.3991031390134529, "MeanMutualInformation": 0.126135176197599, "Quartile1StdDevOfNumericAtts": 0.9347419956085021 }, "tags": [ { "uploader": "38960", "tag": "Demographics" }, { "uploader": "38960", "tag": "Economics" } ], "features": [ { "name": "Diagnostic", "index": "19", "type": "nominal", "distinct": "5", "missing": "49", "target": "1", "distr": [ [ "Gingivitis", "Mild to Moderate Periodontitis", "Healthy", "Agressive Periodontitis", "Severe Periodontitis" ], [ [ "32", "0", "0", "0", "0" ], [ "0", "18", "0", "0", "0" ], [ "0", "0", "123", "0", "0" ], [ "0", "0", "0", "1", "0" ], [ "0", "0", "0", "0", "1" ] ] ] }, { "name": "Sexe", "index": "0", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "Femme", "Homme", "Jeune fille" ], [ [ "33", "12", "35", "1", "1" ], [ "35", "6", "54", "0", "0" ], [ "13", "0", "34", "0", "0" ] ] ] }, { "name": "Age", "index": "1", "type": "numeric", "distinct": "64", "missing": "0", "min": "2", "max": "78", "mean": "25", "stdev": "21" }, { "name": "Poids", "index": "2", "type": "numeric", "distinct": "126", "missing": "0", "min": "12", "max": "938", "mean": "25", "stdev": "61" }, { "name": "Tabac", "index": "3", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "Ancien fumeur plus de 6 mois", "Non fumeur", "Actuel fumeur", "Ancien fumeur plus de 10 ans", "Ancien fumeur plus de 2 ans" ], [ [ "6", "3", "1", "0", "0" ], [ "59", "7", "115", "0", "1" ], [ "12", "2", "7", "0", "0" ], [ "2", "2", "0", "0", "0" ], [ "2", "4", "0", "1", "0" ] ] ] }, { "name": "Pathologies", "index": "4", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "Non", "Oui", "inconnu" ], [ [ "48", "8", "97", "0", "0" ], [ "30", "10", "21", "1", "1" ], [ "3", "0", "5", "0", "0" ] ] ] }, { "name": "Aliments_Sucres", "index": "5", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "Jamais", "Occasionnellement", "Plusieurs fois par semaine", "Une fois par jour", "Plusieurs fois par jour" ], [ [ "4", "0", "3", "1", "0" ], [ "27", "10", "21", "0", "1" ], [ "20", "7", "34", "0", "0" ], [ "12", "1", "36", "0", "0" ], [ "18", "0", "29", "0", "0" ] ] ] }, { "name": "Gras_Sale", "index": "6", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "Occasionnellement", "Jamais", "Plusieurs fois par semaine", "Une fois par jour", "Plusieurs fois par jour" ], [ [ "46", "15", "69", "0", "0" ], [ "7", "3", "8", "1", "1" ], [ "13", "0", "33", "0", "0" ], [ "8", "0", "6", "0", "0" ], [ "7", "0", "7", "0", "0" ] ] ] }, { "name": "Soda", "index": "7", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "Jamais", "Occasionnellement", "Plusieurs fois par semaine", "Plusieurs fois par jour", "Une fois par jour" ], [ [ "15", "6", "15", "1", "1" ], [ "33", "9", "44", "0", "0" ], [ "11", "1", "25", "0", "0" ], [ "15", "0", "15", "0", "0" ], [ "7", "2", "24", "0", "0" ] ] ] }, { "name": "Alcool", "index": "8", "type": "nominal", "distinct": "5", "missing": "0", "distr": [ [ "Plusieurs fois par semaine", "Occasionnellement", "Jamais", "Plusieurs fois par jour", "Une fois par jour" ], [ [ "12", "1", "9", "0", "0" ], [ "20", "11", "17", "0", "0" ], [ "41", "4", "96", "1", "1" ], [ "2", "1", "1", "0", "0" ], [ "6", "1", "0", "0", "0" ] ] ] }, { "name": "Frequence_RDV_CD", "index": "9", "type": "nominal", "distinct": "4", "missing": "7", "distr": [ [ "Jamais", "1 fois par an", "2 3 fois par an", "Regulierement" ], [ [ "10", "1", "18", "0", "0" ], [ "45", "8", "62", "0", "1" ], [ "12", "6", "21", "0", "0" ], [ "11", "2", "20", "0", "0" ] ] ] }, { "name": "Hygiene_BD", "index": "10", "type": "numeric", "distinct": "7", "missing": "0", "min": "0", "max": "6", "mean": "2", "stdev": "1" }, { "name": "Stress_turel", "index": "11", "type": "numeric", "distinct": "10", "missing": "4", "min": "1", "max": "10", "mean": "4", "stdev": "2" }, { "name": "Dents_Absentes", "index": "12", "type": "numeric", "distinct": "18", "missing": "0", "min": "0", "max": "21", "mean": "4", "stdev": "4" }, { "name": "Dents_Carie_Obture", "index": "13", "type": "numeric", "distinct": "20", "missing": "0", "min": "0", "max": "20", "mean": "5", "stdev": "5" }, { "name": "GI", "index": "14", "type": "numeric", "distinct": "14", "missing": "6", "min": "0", "max": "2", "mean": "1", "stdev": "1" }, { "name": "REC", "index": "15", "type": "numeric", "distinct": "51", "missing": "137", "min": "0", "max": "4", "mean": "1", "stdev": "1" }, { "name": "PI", "index": "16", "type": "numeric", "distinct": "4", "missing": "1", "min": "0", "max": "3", "mean": "1", "stdev": "1" }, { "name": "Gingivorragies", "index": "17", "type": "nominal", "distinct": "4", "missing": "1", "distr": [ [ "Absente", "Provoquees", "Spontanees", "Correlees" ], [ [ "33", "7", "100", "1", "1" ], [ "42", "8", "22", "0", "0" ], [ "4", "2", "0", "0", "0" ], [ "1", "1", "1", "0", "0" ] ] ] }, { "name": "Detartrage_Necessaire", "index": "18", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "Oui", "Non" ], [ [ "59", "8", "11", "0", "1" ], [ "22", "10", "112", "1", "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 }