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class 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=0.3, aug_word_min=1, aug_word_max=ten, include_upper_case=Genuine, include_lower_case=Real, include_numeric=Genuine, min_char=4, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=Not one, tokenizer=Not one, reverse_tokenizer=Not one, verbose=0, stopwords_regex=Not one, candidates=Nothing ) [source] ¶
- action (str) – You’ll be able to values is actually ‘insert’, ‘substitute’, ‘swap’ and you may ‘delete’. In the event that well worth are ‘insert’, an alternative character would-be Cair sexy girls injected so you can randomly. In the event that worthy of was ‘substitute’, a haphazard profile might possibly be replaced completely new reputation randomly. If value is actually ‘swap’, adjoining emails within sample term might be switched randomly. If really worth are ‘delete’, profile is removed randomly.
- aug_char_p (float) – Percentage of reputation (each token) would-be enhanced.
- aug_char_min (int) – Lowest quantity of profile might be enhanced.
- aug_char_max (int) – Limitation amount of reputation could be enhanced. When the Nothing is passed, quantity of enlargement is actually determined through aup_char_p. In the event the calculated originate from aug_char_p is actually smaller than aug_char_max, use determined originate from aup_char_p. If you don’t, having fun with aug_maximum.
- aug_word_p (float) – Part of keyword would-be enhanced.
- aug_word_minute (int) – Lowest number of phrase will be augmented.
- aug_word_maximum (int) – Maximum amount of word might be augmented. If the None is actually passed, level of augmentation was determined through aup_word_p. If determined originate from aug_word_p try smaller than aug_word_maximum, will use computed result from aug_word_p. If you don’t, having fun with aug_max.
- include_upper_circumstances (bool) – In the event the Real, upper-case reputation may be included in enhanced analysis. If the ` candidates’ worth is provided, which param was ignored.
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June 27, 2023
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class 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=0.3, aug_word_min=1, aug_word_max=ten, include_upper_case=Genuine, include_lower_case=Real, include_numeric=Genuine, min_char=4, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=Not one, tokenizer=Not one, reverse_tokenizer=Not one, verbose=0, stopwords_regex=Not one, candidates=Nothing ) [source] ¶