feature

txttk.feature.lexical(token)

Extract lexical features from given token There are 3 kinds of lexical features, take ‘Hello’ as an example:

1. lowercase: ‘hello’
2. first4: ‘hell’
3. last4: ‘ello’

txttk.feature.orthographic(token)

Extract orthographic features from a given token

There are 11 kinds of orthographic features, take ‘Windows10’ as an example:

1. shape: ‘Aaaaaaa00’
2. length: 9
3. contains_a_letter: True
4. contains_a_capital: True
5. begins_with_capital: True
6. all_capital: False
7. contains_a_digit: True
8. all_digit: False
9. contains_a_punctuation: False
10. consists_letters_n_digits: True
11. consists_digits_n_punctuations: False