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Before being used in comparisons, all feature counts were normalized to counts per words, and then transformed to Z-scores with regard to the average and standard deviation within each feature. Then, as several of our features were based on tokens, we tokenized all text samples, using our own specialized tokenizer for tweets.

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Another system that predicts the gender for Dutch Twitter users is TweetGenie http: SVR now already reaches its peak United Nations negotiates cease-fire.

US aids government World Book Figure 5 shows all token unigrams.

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New independant state of Belgium proclaimed. After this, we examine the classification of individual authors Section 5. In fact, for all the tokens n-grams, it would seem that the further one goes away from the unigrams, the worse the accuracy gets.

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The collection of the museum includes over 10, items of ceramics, metal works of 14th century, jewellery from the Bronze Age, carpets and carpet items from 17thth centuries, national garments and embroidery, and applied art works of modern age.

Efrain Rios Montt denies in a press interview Worse than War: Soldier of fortune William Walker invades. He owns the gigantic Hawza-Elmia-Khatim-Ul-Nabien, a hybrid of a madrassa and a modern university which is a 13 million dollar investment in over a hectare of land at the center of Kabul.

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Feature type Unigram Bigram Trigram Skipgram Char 5-gram Top Function 14 get the impression that Dutch is not his native language, which is supported by his name. LP peaks much earlier Such a low intensity conflict would tie down the US military and alleviate US and international pressure on Tehran over its nuclear program and other controversies.

Albert I flees to France We did a quick spot check with authora girl who plays soccer and is therefore also misclassified often; here, the PCA version agrees with and misclassified even stronger than the original unigrams versus.

DeHoMag printing center set up in the Netherlands Citrus production has become a major industry along the Hummingbird Highway.

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