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

• action (str) – You’ll be able to values is ‘insert’, ‘substitute’, ‘swap’ and you can ‘delete’. If worthy of was ‘insert’, another profile might possibly be injected so you’re able to at random. In the event the well worth are ‘substitute’, a haphazard reputation might possibly be replaced unique character at random. If the worthy of is actually ‘swap’, surrounding emails within shot phrase could be swapped randomly. In the event the really worth try ‘delete’, character could be eliminated at random.
• aug_char_p (float) – Portion of reputation (for each and every token) would-be enhanced.
• aug_char_min (int) – Lowest level of character could well be augmented.
• aug_char_max (int) – Restrict number of profile could well be enhanced. If the Nothing try enacted, number of augmentation was computed thru aup_char_p. If the calculated come from aug_char_p is smaller than aug_char_maximum, use computed come from aup_char_p. Or even, playing with aug_max.
• aug_word_p (float) – Part of keyword could well be augmented.
• aug_word_minute (int) – Lowest amount of term could be augmented.
• aug_word_maximum (int) – Nago brides for american husbands Restriction number of term might possibly be enhanced. In the event the Nothing is introduced, amount of enhancement is actually computed via aup_word_p. In the event the determined result from aug_word_p is smaller compared to aug_word_max, uses determined result from aug_word_p. Otherwise, having fun with aug_maximum.
• include_upper_circumstances (bool) – In the event that True, upper-case reputation could be included in augmented analysis. When the ` candidates’ really worth emerges, this param is forgotten.