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category nlpaug.augmenter.char.arbitrary. RandomChare=’RandomChar_Aug’, aug_char_min=step 1, aug_char_max=ten, aug_char_p=0.3, aug_word_p=0.3, aug_word_min=1, aug_word_max=ten, include_upper_case=Genuine, include_lower_case=True, include_numeric=True, min_char=4, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=Nothing, tokenizer=Not one, reverse_tokenizer=Nothing, verbose=0, stopwords_regex=Nothing, candidates=Nothing ) [source] ¶
- step (str) – You can opinions is ‘insert’, ‘substitute’, ‘swap’ and you can ‘delete’. If the value is actually ‘insert’, a different sort of reputation was injected so you’re able to at random. If worth is ‘substitute’, a haphazard profile would be changed totally new character at random. In the event that really worth is actually ‘swap’, adjacent letters inside sample keyword could well be switched at random. If the worth try ‘delete’, reputation might possibly be got rid of randomly.
- aug_char_p (float) – Part of character (per token) would be enhanced.
- aug_char_minute (int) – Minimal quantity of character would-be enhanced.
- aug_char_maximum (int) – Restriction level of character could well be augmented. When the Not one is actually enacted, quantity of enlargement try determined via aup_char_p. In the event that determined come from aug_char_p try smaller compared to aug_char_maximum, will use calculated come from aup_char_p. If not, having fun with aug_maximum.
- aug_word_p (float) – Percentage of term could be augmented.
- aug_word_min (int) – Minimal level of word would be enhanced.
- aug_word_maximum (int) – Limitation level of term is enhanced. When the Nothing are enacted, number of enhancement was computed thru aup_word_p. If the calculated come from aug_word_p try smaller than aug_word_max, will use calculated come from aug_word_p. If you don’t, playing with aug_maximum.
- include_upper_situation (bool) – If True, upper case reputation can be used in enhanced studies. If the ` candidates’ value is offered, it param could well be overlooked.