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class nlpaug.augmenter.char.arbitrary. RandomChare=’RandomChar_Aug’, aug_char_min=step one, aug_char_max=10, aug_char_p=0.step 3, aug_word_p=0.3, aug_word_min=step one, aug_word_max=ten, include_upper_case=Correct, include_lower_case=Real, include_numeric=Real, min_char=cuatro, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=Not one, tokenizer=Not one, reverse_tokenizer=Not one, verbose=0, stopwords_regex=Not one, candidates=Not one ) [source] ¶

  • action (str) – You’ll opinions was ‘insert’, ‘substitute’, ‘swap’ and you may ‘delete’. In the event that really worth is actually ‘insert’, a different reputation would be inserted to at random. If worthy of are ‘substitute’, a haphazard profile is replaced totally new character at random. In the event the really worth is actually ‘swap’, adjacent characters inside attempt phrase would-be switched randomly. In the event the really worth are ‘delete’, character could be removed at random.
  • aug_char_p (float) – Portion of profile (for each and every token) might possibly be enhanced.
  • aug_char_min (int) – Lowest level of reputation would-be augmented.
  • aug_char_max (int) – Restriction quantity of reputation might possibly be enhanced. If the Nothing try passed, level of enlargement are calculated via aup_char_p. In the event the determined originate from aug_char_p is smaller than aug_char_max, uses computed originate from aup_char_p. Otherwise, playing with aug_max.
  • aug_word_p (float) – Percentage of word was augmented.
  • aug_word_minute (int) – Minimum level of keyword might possibly be enhanced.
  • aug_word_max (int) – Limit quantity of term would be augmented. When the Not one is passed, amount of enhancement was calculated thru aup_word_p. In the event that determined result from aug_word_p are smaller compared to aug_word_max, uses calculated originate from aug_word_p. Or even, having fun with aug_max.
  • include_upper_situation (bool) – If Genuine, upper case reputation tends to be found in augmented study. If the ` candidates’ worthy of is offered, that it param was forgotten.

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