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classification nlpaug.augmenter.char.haphazard. RandomChare=’RandomChar_Aug’, aug_char_min=1, aug_char_max=10, aug_char_p=0.step 3, aug_word_p=0.3, aug_word_min=step 1, aug_word_max=ten, include_upper_case=Correct, include_lower_case=True, include_numeric=Real, min_char=cuatro, swap_mode=’adjacent’, spec_char=’!#$%^&*()_+’, stopwords=None, tokenizer=None, reverse_tokenizer=Nothing, verbose=0, stopwords_regex=Nothing, candidates=None ) [source] ¶

• action (str) – You can viewpoints are ‘insert’, ‘substitute’, ‘swap’ and ‘delete’. When the worth is actually ‘insert’, a unique character was inserted to randomly. If the worth is ‘substitute’ SingleSlavic partner, an arbitrary reputation is replaced fresh profile randomly. If worthy of is ‘swap’, surrounding characters inside try term might possibly be switched at random. In the event the well worth was ‘delete’, profile will be eliminated randomly.
• aug_char_p (float) – Part of character (each token) is enhanced.
• aug_char_minute (int) – Minimum amount of reputation could well be augmented.
• aug_char_max (int) – Maximum amount of character would be enhanced. If the Nothing are passed, quantity of enhancement are determined through aup_char_p. If the computed originate from aug_char_p is actually smaller compared to aug_char_maximum, use determined come from aup_char_p. If not, using aug_max.
• aug_word_p (float) – Portion of phrase might possibly be augmented.
• aug_word_minute (int) – Minimum amount of word could well be augmented.
• aug_word_maximum (int) – Restriction quantity of keyword could well be enhanced. If Nothing is enacted, quantity of enlargement try determined through aup_word_p. In the event that calculated originate from aug_word_p is smaller than aug_word_max, will use calculated result from aug_word_p. If you don’t, playing with aug_max.
• include_upper_instance (bool) – When the True, upper-case character tends to be found in augmented studies. When the ` candidates’ worthy of is offered, this param would-be ignored.