{ "data_id": "23381", "name": "dresses-sales", "exact_name": "dresses-sales", "version": 2, "version_label": null, "description": "**Author**: Muhammad Usman & Adeel Ahmed \r\n**Source**: origin source at [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/Dresses_Attribute_Sales) \r\n**Please cite**: [Paper that claims to first have used the data](https:\/\/www.researchgate.net\/profile\/Dalia_Jasim\/publication\/293464737_main_steps_for_doing_data_mining_project_using_weka\/links\/56b8782008ae44bb330d2583\/main-steps-for-doing-data-mining-project-using-weka.pdf)\r\n\r\n####1. Summary\r\n\r\nThis dataset contain attributes of dresses and their recommendations according to their sales. Sales are monitor on the basis of alternate days. \r\n\r\nThe attributes present analyzed are: Recommendation, Style, Price, Rating, Size, Season, NeckLine, SleeveLength, waiseline, Material, FabricType, Decoration, Pattern, Type. In this dataset they are named Class(target) and then subsequently V2 - V13.\r\n\r\nContact:\r\n```\r\nMuhammad Usman & Adeel Ahmed, usman.madspot '@' gmail.com adeel.ahmed92 '@' gmail.com, Air University, Students at Air University.\r\n```\r\n\r\n####2: Attribute Information:\r\n\r\n```\r\nRecommendation:0,1 \r\nStyle: Bohemia,brief,casual,cute,fashion,flare,novelty,OL,party,sexy,vintage,work. \r\nPrice:Low,Average,Medium,High,Very-High \r\nRating:1-5 \r\nSize:S,M,L,XL,Free \r\nSeason:Autumn,winter,Spring,Summer \r\nNeckLine:O-neck,backless,board-neck,Bowneck,halter,mandarin-collor,open,peterpan-collor,ruffled,scoop,slash-neck,square-collar,sweetheart,turndowncollar,V-neck. \r\nSleeveLength:full,half,halfsleeves,butterfly,sleveless,short,threequarter,turndown,null \r\nwaiseline:dropped,empire,natural,princess,null. \r\nMaterial:wool,cotton,mix etc \r\nFabricType:shafoon,dobby,popline,satin,knitted,jersey,flannel,corduroy etc \r\nDecoration:applique,beading,bow,button,cascading,crystal,draped,embroridary,feathers,flowers etc \r\nPattern type: solid,animal,dot,leapard etc \r\n```\r\n", "format": "ARFF", "uploader": "Rafael Gomes Mantovani", "uploader_id": 64, "visibility": "public", "creator": null, "contributor": null, "date": "2016-04-11 19:57:27", "update_comment": null, "last_update": "2016-04-11 19:57:27", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/1910507\/phpcFPMhq", "default_target_attribute": "Class", "row_id_attribute": null, "ignore_attribute": null, "runs": 19054, "suggest": { "input": [ "dresses-sales", "####1. Summary This dataset contain attributes of dresses and their recommendations according to their sales. Sales are monitor on the basis of alternate days. The attributes present analyzed are: Recommendation, Style, Price, Rating, Size, Season, NeckLine, SleeveLength, waiseline, Material, FabricType, Decoration, Pattern, Type. In this dataset they are named Class(target) and then subsequently V2 - V13. Contact: ``` Muhammad Usman & Adeel Ahmed, usman.madspot '@' gmail.com adeel.ahmed92 '@' g " ], "weight": 5 }, "qualities": { "NumberOfInstances": 500, "NumberOfFeatures": 13, "NumberOfClasses": 2, "NumberOfMissingValues": 835, "NumberOfInstancesWithMissingValues": 401, "NumberOfNumericFeatures": 1, "NumberOfSymbolicFeatures": 12, "Quartile3KurtosisOfNumericAtts": -0.5820891187268162, "MaxMeansOfNumericAtts": 3.5286, "MinMutualInformation": 0.00520546565465, "PercentageOfMissingValues": 12.846153846153847, "Quartile3MeansOfNumericAtts": 3.5286, "MaxMutualInformation": 0.04980682279954, "MinNominalAttDistinctValues": 2, "PercentageOfNumericFeatures": 7.6923076923076925, "Quartile3MutualInformation": 0.04339185153236, "MaxNominalAttDistinctValues": 24, "MinSkewnessOfNumericAtts": -1.1647649580553958, "PercentageOfSymbolicFeatures": 92.3076923076923, "Quartile3SkewnessOfNumericAtts": -1.1647649580553958, "MaxSkewnessOfNumericAtts": -1.1647649580553958, "MinStdDevOfNumericAtts": 2.005364059222174, "Quartile1AttributeEntropy": 1.9828514861071393, "Quartile3StdDevOfNumericAtts": 2.005364059222174, "MaxStdDevOfNumericAtts": 2.005364059222174, "MinorityClassPercentage": 42, "Quartile1KurtosisOfNumericAtts": -0.5820891187268162, "StdvNominalAttDistinctValues": 7.549332701797176, "MeanAttributeEntropy": 2.229601148769659, "MinorityClassSize": 210, "Quartile1MeansOfNumericAtts": 3.5286, "MeanKurtosisOfNumericAtts": -0.5820891187268162, "NumberOfBinaryFeatures": 1, "Quartile1MutualInformation": 0.02698419264909, "Quartile1SkewnessOfNumericAtts": -1.1647649580553958, "MeanMeansOfNumericAtts": 3.5286, "Quartile1StdDevOfNumericAtts": 2.005364059222174, "AutoCorrelation": 0.4729458917835671, "MeanMutualInformation": 0.03220721484678454, "Quartile2AttributeEntropy": 2.3216763221266055, "ClassEntropy": 0.9814538950336535, "MeanNoiseToSignalRatio": 68.22676050618685, "Quartile2KurtosisOfNumericAtts": -0.5820891187268162, "Dimensionality": 0.026, "MeanNominalAttDistinctValues": 13.083333333333334, "Quartile2MeansOfNumericAtts": 3.5286, "EquivalentNumberOfAtts": 30.473106715455046, "MeanSkewnessOfNumericAtts": -1.1647649580553958, "Quartile2MutualInformation": 0.03539008404906, "MajorityClassPercentage": 57.99999999999999, "MeanStdDevOfNumericAtts": 2.005364059222174, "Quartile2SkewnessOfNumericAtts": -1.1647649580553958, "MajorityClassSize": 290, "MinAttributeEntropy": 1.3729342705988772, "Quartile2StdDevOfNumericAtts": 2.005364059222174, "MaxAttributeEntropy": 2.8085450978410593, "MinKurtosisOfNumericAtts": -0.5820891187268162, "PercentageOfBinaryFeatures": 7.6923076923076925, "Quartile3AttributeEntropy": 2.57118554925015, "MaxKurtosisOfNumericAtts": -0.5820891187268162, "MinMeansOfNumericAtts": 3.5286, "PercentageOfInstancesWithMissingValues": 80.2 }, "tags": [ { "tag": "OpenML-CC18", "uploader": "1" }, { "tag": "OpenML100", "uploader": "348" }, { "tag": "study_123", "uploader": "3886" }, { "tag": "study_135", "uploader": "5824" }, { "tag": "study_14", "uploader": "1" }, { "tag": "study_144", "uploader": "5824" }, { "tag": "study_98", "uploader": "1935" }, { "tag": "study_99", "uploader": "1" }, { "tag": "study_253", "uploader": "0" } ], "features": [ { "name": "Class", "index": "12", "type": "nominal", "distinct": "2", "missing": "0", "target": "1", "distr": [ [ "1", "2" ], [ [ "290", "0" ], [ "0", "210" ] ] ] }, { "name": "V2", "index": "0", "type": "nominal", "distinct": "13", "missing": "0", "distr": [ [ "bohemian", "Brief", "Casual", "cute", "fashion", "Flare", "Novelty", "OL", "party", "sexy", "Sexy", "vintage", "work" ], [ [ "11", "13" ], [ "14", "4" ], [ "143", "89" ], [ "23", "22" ], [ "1", "0" ], [ "1", "1" ], [ "5", "3" ], [ "1", "0" ], [ "16", "35" ], [ "3", "4" ], [ "41", "28" ], [ "17", "8" ], [ "14", "3" ] ] ] }, { "name": "V3", "index": "1", "type": "nominal", "distinct": "7", "missing": "2", "distr": [ [ "Average", "high", "High", "low", "Low", "Medium", "very-high" ], [ [ "160", "92" ], [ "8", "7" ], [ "4", "2" ], [ "27", "18" ], [ "75", "54" ], [ "11", "19" ], [ "5", "16" ] ] ] }, { "name": "V4", "index": "2", "type": "numeric", "distinct": "17", "missing": "0", "min": "0", "max": "5", "mean": "4", "stdev": "2" }, { "name": "V5", "index": "3", "type": "nominal", "distinct": "7", "missing": "0", "distr": [ [ "free", "L", "M", "s", "S", "small", "XL" ], [ [ "96", "77" ], [ "59", "37" ], [ "100", "77" ], [ "1", "0" ], [ "23", "14" ], [ "1", "0" ], [ "10", "5" ] ] ] }, { "name": "V6", "index": "4", "type": "nominal", "distinct": "8", "missing": "2", "distr": [ [ "Automn", "Autumn", "spring", "Spring", "summer", "Summer", "winter", "Winter" ], [ [ "41", "20" ], [ "6", "2" ], [ "1", "1" ], [ "48", "74" ], [ "1", "0" ], [ "105", "54" ], [ "24", "22" ], [ "63", "36" ] ] ] }, { "name": "V7", "index": "5", "type": "nominal", "distinct": "16", "missing": "3", "distr": [ [ "backless", "boat-neck", "bowneck", "halter", "mandarin-collor", "o-neck", "open", "peterpan-collor", "ruffled", "Scoop", "slash-neck", "sqare-collor", "sweetheart", "Sweetheart", "turndowncollor", "v-neck" ], [ [ "1", "0" ], [ "6", "13" ], [ "8", "2" ], [ "0", "1" ], [ "1", "0" ], [ "167", "104" ], [ "2", "1" ], [ "6", "0" ], [ "0", "1" ], [ "1", "1" ], [ "15", "10" ], [ "4", "1" ], [ "1", "0" ], [ "3", "11" ], [ "10", "3" ], [ "64", "60" ] ] ] }, { "name": "V8", "index": "6", "type": "nominal", "distinct": "17", "missing": "2", "distr": [ [ "butterfly", "capsleeves", "cap-sleeves", "full", "half", "halfsleeve", "Petal", "short", "sleeevless", "sleeveless", "sleevless", "sleveless", "threequarter", "threequater", "thressqatar", "turndowncollor", "urndowncollor" ], [ [ "1", "0" ], [ "1", "2" ], [ "1", "1" ], [ "48", "49" ], [ "1", "0" ], [ "22", "13" ], [ "1", "0" ], [ "69", "27" ], [ "1", "2" ], [ "4", "1" ], [ "121", "102" ], [ "0", "1" ], [ "11", "6" ], [ "0", "1" ], [ "7", "3" ], [ "0", "1" ], [ "1", "0" ] ] ] }, { "name": "V9", "index": "7", "type": "nominal", "distinct": "4", "missing": "87", "distr": [ [ "dropped", "empire", "natural", "princess" ], [ [ "2", "2" ], [ "57", "47" ], [ "184", "120" ], [ "0", "1" ] ] ] }, { "name": "V10", "index": "8", "type": "nominal", "distinct": "23", "missing": "128", "distr": [ [ "acrylic", "cashmere", "chiffonfabric", "cotton", "knitting", "lace", "linen", "lycra", "microfiber", "milksilk", "mix", "modal", "model", "nylon", "other", "polyster", "rayon", "shiffon", "silk", "sill", "spandex", "viscos", "wool" ], [ [ "3", "0" ], [ "1", "3" ], [ "17", "8" ], [ "88", "64" ], [ "1", "0" ], [ "1", "0" ], [ "3", "0" ], [ "2", "1" ], [ "2", "1" ], [ "4", "1" ], [ "8", "4" ], [ "1", "0" ], [ "0", "1" ], [ "5", "5" ], [ "2", "0" ], [ "68", "31" ], [ "3", "7" ], [ "1", "1" ], [ "14", "12" ], [ "1", "0" ], [ "3", "2" ], [ "1", "1" ], [ "1", "0" ] ] ] }, { "name": "V11", "index": "9", "type": "nominal", "distinct": "22", "missing": "266", "distr": [ [ "batik", "broadcloth", "chiffon", "Corduroy", "dobby", "flannael", "flannel", "jersey", "knitted", "knitting", "lace", "organza", "other", "poplin", "satin", "sattin", "shiffon", "terry", "tulle", "wollen", "woolen", "worsted" ], [ [ "0", "2" ], [ "20", "11" ], [ "78", "57" ], [ "2", "0" ], [ "1", "1" ], [ "1", "0" ], [ "1", "0" ], [ "5", "7" ], [ "0", "1" ], [ "1", "0" ], [ "0", "1" ], [ "0", "1" ], [ "1", "0" ], [ "0", "2" ], [ "0", "1" ], [ "3", "3" ], [ "5", "4" ], [ "0", "1" ], [ "1", "1" ], [ "1", "1" ], [ "0", "1" ], [ "10", "9" ] ] ] }, { "name": "V12", "index": "10", "type": "nominal", "distinct": "24", "missing": "236", "distr": [ [ "applique", "beading", "bow", "button", "cascading", "crystal", "draped", "embroidary", "feathers", "flowers", "hollowout", "lace", "none", "pearls", "plain", "pleat", "pockets", "rivet", "ruched", "ruffles", "sashes", "sequined", "tassel", "Tiered" ], [ [ "12", "9" ], [ "9", "13" ], [ "10", "5" ], [ "4", "2" ], [ "1", "0" ], [ "2", "1" ], [ "1", "1" ], [ "2", "3" ], [ "0", "2" ], [ "1", "3" ], [ "16", "5" ], [ "38", "32" ], [ "1", "1" ], [ "1", "0" ], [ "1", "1" ], [ "0", "1" ], [ "3", "2" ], [ "3", "0" ], [ "2", "1" ], [ "10", "7" ], [ "28", "14" ], [ "6", "8" ], [ "0", "1" ], [ "1", "0" ] ] ] }, { "name": "V13", "index": "11", "type": "nominal", "distinct": "14", "missing": "109", "distr": [ [ "animal", "character", "dot", "floral", "geometric", "leapord", "leopard", "none", "patchwork", "plaid", "print", "solid", "splice", "striped" ], [ [ "13", "8" ], [ "1", "0" ], [ "7", "7" ], [ "2", "0" ], [ "4", "1" ], [ "0", "1" ], [ "2", "1" ], [ "0", "1" ], [ "29", "19" ], [ "3", "0" ], [ "45", "26" ], [ "124", "79" ], [ "1", "0" ], [ "12", "5" ] ] ] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 1, "nr_of_downloads": 6, "total_downloads": 10, "reach": 7, "reuse": 18, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 18 }