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However, we cannot conclude that what is wiped away by the normalization, use of diacritics, capitals and spacing, holds no information for the gender recognition. Then, as several of our features were based on tokens, we tokenized all text samples, using our own specialized tokenizer for tweets. As the input features are numerical, we used IB1 with k equal to 5 so that we can derive a confidence value.
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