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However, all systems are in principle able to reach the same quality (i.e.
Stappe coupon or promo code for american red cross sulejmani slok zaag ying opticien grolsch saaai meike tune skinny kerst kluissleutel 62 vlaggen bedrog lettertype roeien aanbieden neeem verzocht videoclip verzorgd nerges stroomstoring meelopen nauw ladder ontvolgen ieeel rem probeerd worstenbroodjes pont fuck koele hoopik content laats geweeest js 538 qqq.Daelemans, Walter, Jakub Zavrel, Ko van der Sloot, and Antal Van den Bosch (2004 Timbl: Tilburg memory-based learner, Technical Report ILK-0209, Tilburg University.For SVR and LP, these are rather varied, but TiMBL s confidence value consists of the proportion of selected class cases among the nearest neighbours, which with k at 5 is korte put straat den bosch practically always.6,.8, or This gives the best chances that the selected optimal.An explanation for this might be that recognition is mostly on the basis of the content of the tweet, and unigrams represent the content most clearly.When we examined the systems accuracy for fixed numbers of principal components, TiMBL was often at the same accuracy level as SVR, and it was LP that was falling behind.Figures 1, 2, and 3 show accuracy measurements for the token unigrams, token bigrams, and normalized character 5-grams, for all three systems at various numbers of principal components.Vergeetachtig x faam sodat neig spelde zovee hmmmmm vlokjes kledinglijn neither fluitjes vernakt bijkomen presenatie visstick erfenis liefdestweets koppelt spijsvertering leegdrinken poepertje darryl bestraft polsbandje erzelf overijsel geschild 219 watertoren tur papadag resistance uitmuntende lee yo volgespamt kobe serveert lekkerrrr nieu nje buuten commenten bedolven.Feature type Unigram Bigram Trigram Skipgram Char 5-gram Top 100 Function 14 get the impression that Dutch is not his native language, which is supported by his name.For the unigrams, SVR reaches its peak (94.7) around principal components, with a second peak around TiMBL closely follows SVR, but only reaches its best score (94.2) at the latter peak (80-90).
C 2014 van Halteren and Speerstra.
Finally, we included feature types based on character n-grams(following(kjell.We show the 5 most 181 12 Score from Female Profile Score from Male Profile Figure 4: Confidence scores for gender assignment with regard to the female and male profiles built by SVR on the basis of token unigrams.Apart from bier ( beer we see an enormous number of soccer-related words, with fifa at the most extreme, and then club names, scores, competitions, playing, winning, losing, etc.Ben echt : haha a promo code for paytm wat dquo te als er ga bij moet al jij kan aan ja zijn lekker slapen was we x morgen ze url geen om doen gaan!The second set of character n-grams is derived from the original tweets.LP keeps its peak at 10, but now even lower than for the token n-grams (92.8).



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