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Ideas for extra signature strategies #48

Description

@hardbyte

Possible extra strategies and set of names for signature generation:

Existing strategies

  • ExactCharMatchSig: The letter at given index. (implemented as generate_by_char_at)
  • ExactMatchSig: the value of the whole field (implemented as generate_by_feature_value)
  • WordSoundSimilarSig: comparison of the sound of the word using metaphone. (implemented as generate_by_metaphone)

New strategies

  • FirstWordSig: the first word of the field
  • LastWordSig: the last word of the field
  • InitialLastWordSig: the first letter and last word of the field (e.g. for formatted names)
  • AnyWordSig: any of the words in field
  • WordNGramsSig: n-grams of words extracted from a text field
  • LetterNGramsSig: n-grams of letters extracted from a text field
  • LastNWordsSig: the last n words of the field
  • FirstNWordsSig: the first n words of the field
  • ArrayCombinationSig: all n-grams of an array field

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