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minerva-ml / open-solution-toxic-comments

Open solution to the Toxic Comment Classification Challenge
https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge
MIT License
154 stars 58 forks source link

HandCrafted features #13

Closed shaz13 closed 6 years ago

shaz13 commented 6 years ago

Caps-vs-length number of symbols num of words num of unique words words-vs-unique mean-word-len

shaz13 commented 6 years ago

@jakubczakon These features remain in top 5 places consistently for all the labels. There order and importance in weight changes.

screen shot 2018-02-21 at 6 26 30 pm PTAL the code :)