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class nlpaug.augmenter.char.arbitrary. RandomChare='RandomChar_Aug', aug_char_min=1, aug_char_max=10, aug_char_p=0.step 3, aug_word_p=0.step 3, aug_word_min=step 1, aug_word_max=10, include_upper_case=True, include_lower_case=Real, include_numeric=True, min_char=cuatro, swap_mode='adjacent', spec_char='!#$%^&*()_+', stopwords=Not one, tokenizer=Not one, reverse_tokenizer=None, verbose=0, stopwords_regex=None, candidates=Not one ) [source] ¶
- step (str) – It is possible to opinions try ‘insert', ‘substitute', ‘swap' and ‘delete'. In the event that well worth was ‘insert', a different profile is inserted in order to randomly. When the well worth is ‘substitute', a random reputation is changed new character randomly. When the well worth are ‘swap', adjoining letters inside attempt word would be switched at random. If worthy of try ‘delete', reputation could well be removed randomly.
- aug_char_p (float) – Portion of character (per token) might be augmented.
- aug_char_minute (int) – Minimal quantity of profile was enhanced.
- aug_char_maximum (int) – Limit quantity of profile would-be enhanced. In the event the None was passed, amount of enhancement is actually determined via aup_char_p. In the event the computed result from aug_char_p are smaller than aug_char_maximum, uses computed result from aup_char_p. If not, playing with aug_maximum.
- aug_word_p (float) – Part of keyword might possibly be augmented.
- aug_word_minute (int) – Lowest amount of word could be augmented.
- aug_word_maximum (int) – Maximum level of word is augmented. If the Not one was enacted, amount of augmentation is actually computed thru aup_word_p. In the event the determined originate from aug_word_p try smaller than aug_word_maximum, use computed come from aug_word_p. If you don't, playing with aug_maximum.
- include_upper_instance (bool) – In the event the Genuine, upper case character is generally included in enhanced data. If the ` candidates' worth exists, that it param could well be neglected.
