{ "data_id": "40649", "name": "GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_50_EDM-2_001", "exact_name": "GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_50_EDM-2_001", "version": 1, "version_label": null, "description": "GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_50_EDM-2_001-pmlb", "format": "ARFF", "uploader": "Pieter Gijsbers", "uploader_id": 869, "visibility": "public", "creator": null, "contributor": null, "date": "2017-04-06 12:09:55", "update_comment": null, "last_update": "2017-04-06 12:09:55", "licence": "public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/4965218\/GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_50_EDM-2_001.arff", "default_target_attribute": "class", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_50_EDM-2_001", "GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_50_EDM-2_001-pmlb " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1600, "NumberOfFeatures": 21, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 0, "NumberOfSymbolicFeatures": 21, "EquivalentNumberOfAtts": 1439.3751082967085, "MeanSkewnessOfNumericAtts": null, "Quartile2MeansOfNumericAtts": null, "MajorityClassPercentage": 50, "MeanStdDevOfNumericAtts": null, "Quartile2MutualInformation": 0.00036615824294, "MajorityClassSize": 800, "MinAttributeEntropy": 0.15184252131138493, "Quartile2SkewnessOfNumericAtts": null, "MaxAttributeEntropy": 1.4864845101685833, "MinKurtosisOfNumericAtts": null, "PercentageOfBinaryFeatures": 9.523809523809524, "Quartile2StdDevOfNumericAtts": null, "MaxKurtosisOfNumericAtts": null, "MinMeansOfNumericAtts": null, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": 1.3324910631960198, "MaxMeansOfNumericAtts": null, "MinMutualInformation": 4.695023318e-5, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": null, "MaxMutualInformation": 0.00261303309797, "MinNominalAttDistinctValues": 2, "PercentageOfNumericFeatures": 0, "Quartile3MeansOfNumericAtts": null, "MaxNominalAttDistinctValues": 3, "MinSkewnessOfNumericAtts": null, "PercentageOfSymbolicFeatures": 100, "Quartile3MutualInformation": 0.001087876100855, "MaxSkewnessOfNumericAtts": null, "MinStdDevOfNumericAtts": null, "Quartile1AttributeEntropy": 0.7517150933634806, "Quartile3SkewnessOfNumericAtts": null, "MaxStdDevOfNumericAtts": null, "MinorityClassPercentage": 50, "Quartile1KurtosisOfNumericAtts": null, "Quartile3StdDevOfNumericAtts": null, "MeanAttributeEntropy": 1.0391735708061407, "MinorityClassSize": 800, "Quartile1MeansOfNumericAtts": null, "StdvNominalAttDistinctValues": 0.3007926037591192, "MeanKurtosisOfNumericAtts": null, "NumberOfBinaryFeatures": 2, "Quartile1MutualInformation": 0.0001545969588775, "MeanMeansOfNumericAtts": null, "Quartile1SkewnessOfNumericAtts": null, "AutoCorrelation": 0.9993746091307066, "MeanMutualInformation": 0.000694745931228, "Quartile1StdDevOfNumericAtts": null, "ClassEntropy": 1, "MeanNoiseToSignalRatio": 1494.7605710181658, "Quartile2AttributeEntropy": 1.1272406846001624, "Dimensionality": 0.013125, "MeanNominalAttDistinctValues": 2.9047619047619047, "Quartile2KurtosisOfNumericAtts": null }, "tags": [ { "uploader": "2", "tag": "artificial" }, { "uploader": "38960", "tag": "Health" }, { "uploader": "38960", "tag": "Medicine" } ], "features": [ { "name": "class", "index": "20", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "0", "1" ], [ [ "800", "0" ], [ "0", "800" ] ] ] }, { "name": "N0", "index": "0", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "326", "314" ], [ "359", "382" ], [ "115", "104" ] ] ] }, { "name": "N1", "index": "1", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "516", "499" ], [ "254", "265" ], [ "30", "36" ] ] ] }, { "name": "N2", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "781", "784" ], [ "19", "16" ] ] ] }, { "name": "N3", "index": "3", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "232", "238" ], [ "400", "403" ], [ "168", "159" ] ] ] }, { "name": "N4", "index": "4", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "663", "659" ], [ "130", "135" ], [ "7", "6" ] ] ] }, { "name": "N5", "index": "5", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "445", "452" ], [ "303", "303" ], [ "52", "45" ] ] ] }, { "name": "N6", "index": "6", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "690", "693" ], [ "108", "106" ], [ "2", "1" ] ] ] }, { "name": "N7", "index": "7", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "383", "414" ], [ "349", "312" ], [ "68", "74" ] ] ] }, { "name": "N8", "index": "8", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "603", "598" ], [ "177", "188" ], [ "20", "14" ] ] ] }, { "name": "N9", "index": "9", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "676", "675" ], [ "118", "121" ], [ "6", "4" ] ] ] }, { "name": "N10", "index": "10", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "618", "613" ], [ "169", "173" ], [ "13", "14" ] ] ] }, { "name": "N11", "index": "11", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "737", "724" ], [ "61", "76" ], [ "2", "0" ] ] ] }, { "name": "N12", "index": "12", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "359", "345" ], [ "351", "365" ], [ "90", "90" ] ] ] }, { "name": "N13", "index": "13", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "375", "419" ], [ "353", "326" ], [ "72", "55" ] ] ] }, { "name": "N14", "index": "14", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "272", "247" ], [ "380", "408" ], [ "148", "145" ] ] ] }, { "name": "N15", "index": "15", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "493", "496" ], [ "276", "260" ], [ "31", "44" ] ] ] }, { "name": "M0P0", "index": "16", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "512", "521" ], [ "262", "254" ], [ "26", "25" ] ] ] }, { "name": "M0P1", "index": "17", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "521", "510" ], [ "240", "261" ], [ "39", "29" ] ] ] }, { "name": "M1P0", "index": "18", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "500", "508" ], [ "271", "260" ], [ "29", "32" ] ] ] }, { "name": "M1P1", "index": "19", "type": "nominal", "distinct": "3", "missing": "0", "distr": [ [ "0", "1", "2" ], [ [ "490", "505" ], [ "288", "266" ], [ "22", "29" ] ] ] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 1, "total_downloads": 1, "reach": 1, "reuse": 22, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 22 }