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classification nlpaug.augmenter.char.arbitrary. RandomChare=’RandomChar_Aug‘, aug_char_min=1, aug_char_max=10, aug_char_p=0.3, aug_word_p=0.step 3, aug_word_min=step 1, aug_word_max=ten, include_upper_case=Correct, include_lower_case=Genuine, include_numeric=Correct, min_char=4, swap_mode=’adjacent‘, spec_char=‘!#$%^&*()_+‘, stopwords=Nothing, tokenizer=Nothing, reverse_tokenizer=Not one, verbose=0, stopwords_regex=Not one, candidates=Nothing ) [source] ¶
- action (str) – You’ll be able to values are ‘insert‘, ‘substitute‘, ‘swap‘ and you will ‘delete‘. When the really worth was ‘insert‘, an alternate profile was inserted to help you randomly. In the event that value is ‘substitute‘, a haphazard character might possibly be replaced completely new profile at random. If well worth was ‘swap‘, adjoining characters within this sample term was switched randomly. When the really worth is ‘delete‘, reputation would-be removed at random.
- aug_char_p (float) – Portion of character (for every single token) could well be augmented.
- aug_char_min (int) – Minimum number of character could well be augmented.
- aug_char_maximum (int) – Maximum level of character might be augmented. When the Not one are introduced, number of augmentation are calculated thru aup_char_p. If the determined result from aug_char_p was smaller than aug_char_max, use calculated originate from aup_char_p. Or even, having fun with aug_maximum.
- aug_word_p (float) – Portion of keyword might be enhanced.
- aug_word_minute (int) – Lowest level of keyword might be augmented.
- aug_word_maximum (int) – Restriction amount of term will be enhanced. If Nothing is actually enacted, number of enlargement was determined thru aup_word_p. If calculated result from aug_word_p are smaller compared to aug_word_maximum, will use calculated come from aug_word_p. Or even, playing with aug_maximum.
- include_upper_situation (bool) – If Real, upper case reputation are included in enhanced research. If ` candidates‘ well worth emerges, it param could be forgotten.