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class nlpaug.augmenter.char.haphazard. RandomChare=’RandomChar_Aug’, aug_char_min=step one, aug_char_max=ten, aug_char_p=0.3, aug_word_p=0.step 3, aug_word_min=step one, aug_word_max=10, include_upper_case=True, include_lower_case=Genuine, include_numeric=Correct, min_char=cuatro, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=Nothing, tokenizer=Not one, reverse_tokenizer=Not one, verbose=0, stopwords_regex=Nothing, candidates=Nothing ) [source] ¶
- step (str) – You’ll be able to thinking is actually ‘insert’, ‘substitute’, ‘swap’ and you will ‘delete’. In the event the worthy of try ‘insert’, yet another reputation was inserted so you’re able to at random. In the event that worth try ‘substitute’, a haphazard profile could well be changed modern character at random. When the value was ‘swap’, surrounding emails inside shot phrase might possibly be swapped at random. When the worthy of try ‘delete’, reputation is eliminated randomly.
- aug_char_p (float) – Percentage of profile (for every token) would be augmented.
- aug_char_min (int) – Minimum level of profile would-be enhanced.
- aug_char_maximum (int) – Limit level of profile is enhanced. If the Nothing try passed, amount of enhancement was determined thru aup_char_p. In the event the calculated come from aug_char_p is smaller compared to aug_char_max, will use computed come from aup_char_p. Or even, using aug_max.
- aug_word_p (float) – Portion of term might possibly be enhanced.
- aug_word_minute (int) – Minimal number of phrase would be enhanced.
- aug_word_maximum (int) – Limitation quantity of keyword will be augmented. If the Nothing try enacted, number of enhancement was computed thru aup_word_p. If calculated originate from aug_word_p try smaller than aug_word_max, uses computed come from aug_word_p. If you don’t, having fun with aug_max.
- include_upper_case (bool) – In the event the Correct, upper case profile tends to be utilized in enhanced data. If the ` candidates’ worthy of is offered, that it param might be ignored.