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category nlpaug.augmenter.char.arbitrary. RandomChare=’RandomChar_Aug’, aug_char_min=step 1, aug_char_max=ten, aug_char_p=0.step 3, aug_word_p=0.step three, aug_word_min=step 1, aug_word_max=ten, include_upper_case=Genuine, include_lower_case=Genuine, include_numeric=Correct, min_char=4, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=Nothing, tokenizer=None, reverse_tokenizer=Nothing, verbose=0, stopwords_regex=None, candidates=None ) [source] ¶

  • step (str) – Possible viewpoints was ‘insert’, ‘substitute’, ‘swap’ and you may ‘delete’. When the really worth is ‘insert’, another type of profile could well be inserted to randomly. When the worthy of is actually ‘substitute’, an arbitrary character would-be changed brand spanking new reputation at random. If well worth was ‘swap’, adjacent characters contained in this take to term could well be swapped at random. In the event the worthy of is ‘delete’, character would-be eliminated at random.
  • aug_char_p (float) – Percentage of profile (per token) could well be augmented.
  • aug_char_minute (int) – Minimal amount of reputation could be augmented.
  • aug_char_max (int) – Limit number of profile could be augmented. In the event that Nothing is actually introduced, number of enlargement is computed via aup_char_p. If calculated result from aug_char_p is smaller than aug_char_max, uses computed result from aup_char_p. Or even, using aug_maximum.
  • aug_word_p (float) – Part of word could be augmented.
  • aug_word_minute (int) – Minimal number of phrase would be enhanced.
  • aug_word_maximum (int) – Limitation quantity of term was augmented. If None is introduced, quantity of augmentation is calculated via aup_word_p. If the determined originate from aug_word_p was smaller than aug_word_maximum, uses computed come from aug_word_p. Or even, having fun with aug_maximum.
  • include_upper_case (bool) – In the event that Real, upper-case character can be used in enhanced analysis. In the event the ` candidates’ well worth is offered, that it param would-be overlooked.