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category nlpaug.augmenter.char.haphazard. RandomChare=’RandomChar_Aug’, aug_char_min=step 1, aug_char_max=10, aug_char_p=0.3, aug_word_p=0.3, aug_word_min=step one, aug_word_max=10, include_upper_case=Real, include_lower_case=Real, include_numeric=True, min_char=4, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=None, tokenizer=Nothing, reverse_tokenizer=Not one, verbose=0, stopwords_regex=Nothing, candidates=Not one ) [source] ¶
- step (str) – You can philosophy is ‘insert’, ‘substitute’, ‘swap’ and ‘delete’. When the value is ‘insert’, a unique reputation would-be inserted so you’re able to randomly. In the event the worth was ‘substitute’, a random character might be replaced unique reputation randomly. If really worth is actually ‘swap’, adjoining letters within this test word will be swapped randomly. If worth try ‘delete’, reputation will be got rid of randomly.
- aug_char_p (float) – Portion of profile (for each and every token) might be enhanced.
- aug_char_minute (int) – Lowest quantity of reputation is augmented.
- aug_char_maximum (int) – Restriction Australian Brudkostnad quantity of profile would be augmented. In the event the None are passed, amount of enlargement was determined thru aup_char_p. In the event that determined result from aug_char_p is actually smaller compared to aug_char_max, use calculated come from aup_char_p. Otherwise, playing with aug_maximum.
- aug_word_p (float) – Portion of keyword could well be augmented.
- aug_word_min (int) – Lowest amount of term was enhanced.
- aug_word_maximum (int) – Limit amount of word would be augmented. If the Not one was introduced, amount of enlargement are determined via aup_word_p. In the event that computed originate from aug_word_p are smaller than aug_word_maximum, will use computed originate from aug_word_p. If not, playing with aug_maximum.
- include_upper_instance (bool) – If the True, upper-case reputation may be used in enhanced studies. In the event the ` candidates’ well worth emerges, so it param will be neglected.