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We also varied the recognition features provided to the techniques, using both character and token n-grams.
For all techniques and features, we ran the same 5-fold cross-validation experiments in order to determine how well they could be used to distinguish between male and female authors of tweets.
If he’s not, then you don’t want him.” "I really like to be set up,” she gushed about a first date.
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Sofrana ANL provides customers with comprehensive coverage of the Pacific Islands.Less naive than his daughter, Fergason of Fergason kind of did not expose my daughter to the marriage auction this year, although it is the appropriate age, because he knew that even without a dowry, her light sweet beauty put on her knees the whole of London.At Sexcamly, you can even browse live free cams by age, region, and status.Do not assume that just because we believe a book is in the public domain for users in the United States, that the work is also in the public domain for users in other countiies.Whether a book is still in copyright varies from country to country, and we can'l offer guidance on whether any specific use of any specific book is allowed.However, as any collection that is harvested automatically, its usability is reduced by a lack of reliable metadata.In this case, the Twitter profiles of the authors are available, but these consist of freeform text rather than fixed information fields.And, obviously, it is unknown to which degree the information that is present is true.The resource would become even more useful if we could deduce complete and correct metadata from the various available information sources, such as the provided metadata, user relations, profile photos, and the text of the tweets.We then experimented with several author profiling techniques, namely Support Vector Regression (as provided by LIBSVM; (Chang and Lin 2011)), Linguistic Profiling (LP; (van Halteren 2004)), and Ti MBL (Daelemans et al.2004), with and without preprocessing the input vectors with Principal Component Analysis (PCA; (Pearson 1901); (Hotelling 1933)).