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classification nlpaug.augmenter.char.haphazard. RandomChare=’RandomChar_Aug’, aug_char_min=step 1, aug_char_max=ten, aug_char_p=0.3, aug_word_p=0.step three, aug_word_min=step 1, aug_word_max=ten, include_upper_case=True, include_lower_case=Correct, include_numeric=Real, min_char=4, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=Nothing, tokenizer=None, reverse_tokenizer=None, verbose=0, stopwords_regex=Not one, candidates=Not one ) [source] ¶

• action (str) – It is possible to beliefs is ‘insert’, ‘substitute’, ‘swap’ and you will ‘delete’. If really worth try ‘insert’, a new profile might be inserted so you can at random. If really worth try ‘substitute’, an arbitrary character would be replaced modern reputation at random. If worthy of is ‘swap’, surrounding letters within decide to try term would be swapped randomly. If the worth are ‘delete’, character would be eliminated randomly.
• aug_char_p (float) – Part of character (for every token) is augmented.
• aug_char_min (int) – Minimal amount of reputation was enhanced.
• aug_char_maximum (int) – Limitation quantity of character would-be enhanced. When the Not one is enacted, quantity of augmentation is actually determined through aup_char_p. If computed originate from aug_char_p are smaller than aug_char_max, uses computed originate from aup_char_p. Otherwise, using aug_max.
• aug_word_p (float) – Percentage of term could well be augmented.
• aug_word_min (int) – Minimal number of word will be enhanced.
• aug_word_maximum (int) varm puerto rican hvit jente – Limit amount of keyword might possibly be augmented. When the Nothing is passed, quantity of enhancement are computed thru aup_word_p. When the calculated originate from aug_word_p try smaller compared to aug_word_max, use calculated originate from aug_word_p. If you don’t, playing with aug_max.
• include_upper_case (bool) – When the Correct, upper-case character may be found in augmented investigation. When the ` candidates’ really worth exists, this param might possibly be forgotten.