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This data set features the data used for training machine learning classifiers, and annotations of the output.</p>"}},{"dsDescriptionValue":{"typeName":"dsDescriptionValue","multiple":false,"typeClass":"primitive","value":"<p>- Usercategory (and User) indicates whether the element is a feature of the classifier on the basis of USER-tweets or NOUSER-tweets.<br>- Featurerankwithincategory indicates the importance of the feature for the respecting classifier.<br>- Frequencyelementwithinusertweets indicates how often the feature was observed in the complete set with USER-tweets.<br>- Frequencyelementwithinnouser indicates how often the feature was observed in the complete set with NOUSER-tweets.<br>- Totalamountofmarkers is the sum of irony markers (Hyperbole, Interjections, Repetition, Hashtag, Capitals, Punctuation Marks and Emoticons).<br>- The values of each marker indicate the presence of the marker, a 1 indicates the presence and a 0 indicates the absence. 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