DEVELOPMENT... { "data_id": "454", "name": "analcatdata_halloffame", "exact_name": "analcatdata_halloffame", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nanalcatdata A collection of data sets used in the book \"Analyzing Categorical Data,\"\nby Jeffrey S. Simonoff, Springer-Verlag, New York, 2003. The submission\nconsists of a zip file containing two versions of each of 84 data sets,\nplus this README file. Each data set is given in comma-delimited ASCII\n(.csv) form, and Microsoft Excel (.xls) form.\n\nNOTICE: These data sets may be used freely for scientific, educational and\/or\nnoncommercial purposes, provided suitable acknowledgment is given (by citing\nthe above-named reference).\n\nFurther details concerning the book, including information on statistical software\n(including sample S-PLUS\/R and SAS code), are available at the web site\n\nhttp:\/\/www.stern.nyu.edu\/~jsimonof\/AnalCatData\n\n\nInformation about the dataset\nCLASSTYPE: nominal\nCLASSINDEX: last\n\n\nNote: Quotes, Single-Quotes and Backslashes were removed, Blanks replaced\nwith Underscores", "format": "ARFF", "uploader": "Felicia West", "uploader_id": 2, "visibility": "public", "creator": "Jeffrey S. 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NOTICE: These data sets may be used freely for scientific, educational and\/or noncommercial purposes, provided suitable acknowledgment is given (by citing " ], "weight": 5 }, "qualities": { "NumberOfInstances": 1340, "NumberOfFeatures": 17, "NumberOfClasses": 3, "NumberOfMissingValues": 20, "NumberOfInstancesWithMissingValues": 20, "NumberOfNumericFeatures": 15, "NumberOfSymbolicFeatures": 2, "AutoCorrelation": 0.830470500373413, "CfsSubsetEval_DecisionStumpAUC": 0.7322241366331184, "CfsSubsetEval_DecisionStumpErrRate": 0.08432835820895522, "CfsSubsetEval_DecisionStumpKappa": 0.4418313181952225, "CfsSubsetEval_NaiveBayesAUC": 0.7322241366331184, "CfsSubsetEval_NaiveBayesErrRate": 0.08432835820895522, "CfsSubsetEval_NaiveBayesKappa": 0.4418313181952225, "CfsSubsetEval_kNN1NAUC": 0.7322241366331184, "CfsSubsetEval_kNN1NErrRate": 0.08432835820895522, "CfsSubsetEval_kNN1NKappa": 0.4418313181952225, "ClassEntropy": 0.5400978590902226, "DecisionStumpAUC": 0.8463216676547555, 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