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doc/tutorial/text_analytics/working_with_text_data.rst
@@ -520,7 +520,7 @@ Exercise 1: Language identification
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-----------------------------------
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- Write a text classification pipeline using a custom preprocessor and
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- ``CharNGramAnalyzer`` using data from Wikipedia articles as training set.
+ ``TfidfVectorizer`` set up to use character based n-grams, using data from Wikipedia articles as the training set.
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- Evaluate the performance on some held out test set.
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