Table 13 Most impactful words for hate prediction using LR and TF-IDF
From: Developing an online hate classifier for multiple social media platforms
YouTube | Wikipedia | All platforms | |||||||
|---|---|---|---|---|---|---|---|---|---|
Feature | Coeff. | Feature | Coeff. | Feature | Coeff. | Feature | Coeff. | Feature | Coeff. |
tfidf_bitch | 10.713 | tfidf_fuck | 8.937 | tfidf_fuck | 3.609 | tfidf_fuck | 14.174 | tfidf_fuck | 13.875 |
tfidf_bitches | 8.800 | tfidf_shit | 7.932 | tfidf_hate | 3.341 | tfidf_fucking | 11.861 | tfidf_bitch | 12.983 |
tfidf_pussy | 7.175 | tfidf_fucking | 7.633 | tfidf_stupid | 3.266 | tfidf_shit | 9.639 | tfidf_fucking | 11.188 |
tfidf_hoes | 6.719 | tfidf_dick | 6.243 | tfidf_fucking | 3.257 | tfidf_ass | 8.467 | tfidf_bitches | 10.699 |
tfidf_hoe | 5.185 | tfidf_ass | 4.733 | tfidf_kill | 2.684 | tfidf_stupid | 8.356 | tfidf_shit | 9.180 |