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category nlpaug.augmenter.char.haphazard. RandomChare=’RandomChar_Aug’, aug_char_min=step one, aug_char_max=10, aug_char_p=0.3, aug_word_p=0.step three, aug_word_min=step one, aug_word_max=ten, include_upper_case=True, include_lower_case=True, include_numeric=Genuine, min_char=cuatro, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=Nothing, tokenizer=None, reverse_tokenizer=Not one, verbose=0, stopwords_regex=Nothing, candidates=None ) [source] ¶
- step (str) – You’ll be able to viewpoints are ‘insert’, ‘substitute’, ‘swap’ and you may ‘delete’. If worthy of was ‘insert’, another type of reputation could well be injected so you’re able to at random. In the event the worth are ‘substitute’, an arbitrary profile was changed modern profile randomly. In the event the well worth is actually ‘swap’, surrounding emails within try keyword would-be switched at random. In the event that worthy of is ‘delete’, character would be eliminated randomly.
- aug_char_p (float) – Portion of reputation (each token) could well be augmented.
- aug_char_min (int) – Minimal level of character could well be augmented.
- aug_char_maximum (int) – Restriction level of character would-be augmented. In the event that Nothing try enacted, quantity of augmentation was determined via aup_char_p. In the event that determined come from aug_char_p are smaller compared to aug_char_maximum, use computed originate from aup_char_p. Otherwise, using aug_max.
- aug_word_p (float) – Part of phrase would be augmented.
- aug_word_minute (int) – Minimal number of keyword might be enhanced.
- aug_word_max (int) – Maximum number of term is augmented. When the Nothing is passed, level of enlargement is calculated via aup_word_p. In the event that computed come from aug_word_p is smaller compared to aug_word_maximum, use computed result from aug_word_p. Or even, playing with aug_max.
- include_upper_circumstances (bool) – In the event that Genuine, upper case character may be included in augmented study. If the ` candidates’ worth is offered, this param was neglected.