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group nlpaug.augmenter.char.haphazard. RandomChare=’RandomChar_Aug’, aug_char_min=step 1, aug_char_max=ten, aug_char_p=0.step 3, aug_word_p=0.3, aug_word_min=1, aug_word_max=ten, include_upper_case=True, include_lower_case=True, include_numeric=Correct, min_char=4, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=None, tokenizer=Nothing, reverse_tokenizer=None, verbose=0, stopwords_regex=None, candidates=None ) [source] ¶
- action (str) – You are able to thinking is actually ‘insert’, ‘substitute’, ‘swap’ and you may ‘delete’. In the event the really worth is actually ‘insert’, a special profile could well be inserted so you can at random. If the worth is actually ‘substitute’, a random reputation would be replaced new reputation randomly. When the value was ‘swap’, adjacent emails within take to phrase will be switched at random. In the event that well worth is ‘delete’, reputation could be got rid of at random.
- aug_char_p (float) – Part of profile (for each token) might possibly be augmented.
- aug_char_minute (int) – Lowest quantity of profile could be augmented.
- aug_char_max (int) – Limit quantity of profile could be enhanced. In the event the Nothing is actually introduced, amount of enlargement is actually computed via aup_char_p. If the calculated come from aug_char_p is actually smaller compared to aug_char_maximum, will use computed originate from aup_char_p. Or even, having fun with aug_max.
- aug_word_p (float) – Portion of word was augmented.
- aug_word_minute (int) – Minimum level of keyword could well be augmented.
- aug_word_max (int) – Limit level of word will be enhanced. In the event that None is passed, level of enlargement are determined through aup_word_p. If computed originate from aug_word_p was smaller than aug_word_max, uses computed originate from aug_word_p. If you don’t, having fun with aug_maximum.
- include_upper_case (bool) – If Genuine, upper-case profile is found in augmented investigation. In the event that ` candidates’ well worth emerges, this param would be ignored.