DEVELOPMENT... { "data_id": "1470", "name": "dresses-sales", "exact_name": "dresses-sales", "version": 1, "version_label": null, "description": "**Author**: Muhammad Usman, Adeel Ahmed \n**Source**: UCI \n\n**Please cite**: \n\nSource:\n\nMuhammad Usman & Adeel Ahmed, usman.madspot '@' gmail.com adeel.ahmed92 '@' gmail.com, Air University, Students at Air University.\n\n\nData Set Information:\n\nStyle, Price, Rating, Size, Season, NeckLine, SleeveLength, waiseline, Material, FabricType, Decoration, Pattern, Type, Recommendation are Attributes in dataset. \n\n\nAttribute Information:\n\nStyle: Bohemia,brief,casual,cute,fashion,flare,novelty,OL,party,sexy,vintage,work. \nPrice:Low,Average,Medium,High,Very-High \nRating:1-5 \nSize:S,M,L,XL,Free \nSeason:Autumn,winter,Spring,Summer \nNeckLine:O-neck,backless,board-neck,Bowneck,halter,mandarin-collor,open,peterpan-collor,ruffled,scoop,slash-neck,square-collar,sweetheart,turndowncollar,V-neck. \nSleeveLength:full,half,halfsleeves,butterfly,sleveless,short,threequarter,turndown,null \nwaiseline:dropped,empire,natural,princess,null. \nMaterial:wool,cotton,mix etc \nFabricType:shafoon,dobby,popline,satin,knitted,jersey,flannel,corduroy etc \nDecoration:applique,beading,bow,button,cascading,crystal,draped,embroridary,feathers,flowers etc \nPattern type: solid,animal,dot,leapard etc \nRecommendation:0,1 ", "format": "ARFF", "uploader": "unknown", "uploader_id": 64, "visibility": "public", "creator": null, "contributor": null, "date": "2015-05-21 23:32:20", "update_comment": null, "last_update": "2015-11-09 20:42:23", "licence": "Public", "status": "deactivated", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/1586239\/phpce61nO", "default_target_attribute": "Class", "row_id_attribute": null, "ignore_attribute": null, "runs": 78, "suggest": { "input": [ "dresses-sales", "Source: Muhammad Usman & Adeel Ahmed, usman.madspot '@' gmail.com adeel.ahmed92 '@' gmail.com, Air University, Students at Air University. Data Set Information: Style, Price, Rating, Size, Season, NeckLine, SleeveLength, waiseline, Material, FabricType, Decoration, Pattern, Type, Recommendation are Attributes in dataset. Attribute Information: Style: Bohemia,brief,casual,cute,fashion,flare,novelty,OL,party,sexy,vintage,work. Price:Low,Average,Medium,High,Very-High Rating:1-5 Size:S,M,L,XL,Free S " ], "weight": 5 }, "qualities": { "NumberOfInstances": 500, "NumberOfFeatures": 13, "NumberOfClasses": 2, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 1, "NumberOfSymbolicFeatures": 12, "AutoCorrelation": 0.4729458917835671, "CfsSubsetEval_DecisionStumpAUC": 0.5369704433497537, "CfsSubsetEval_DecisionStumpErrRate": 0.422, "CfsSubsetEval_DecisionStumpKappa": 0.05904388155547616, "CfsSubsetEval_NaiveBayesAUC": 0.5369704433497537, "CfsSubsetEval_NaiveBayesErrRate": 0.422, "CfsSubsetEval_NaiveBayesKappa": 0.05904388155547616, "CfsSubsetEval_kNN1NAUC": 0.5369704433497537, "CfsSubsetEval_kNN1NErrRate": 0.422, "CfsSubsetEval_kNN1NKappa": 0.05904388155547616, "ClassEntropy": 0.9814538950336535, "DecisionStumpAUC": 0.5699425287356322, "DecisionStumpErrRate": 0.39, "DecisionStumpKappa": 0.13287086446104596, "Dimensionality": 0.026, "EquivalentNumberOfAtts": 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