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Table 10 ROC-AUC scores (the highest scores italicized)

From: Developing an online hate classifier for multiple social media platforms

 

Simple features

BOW

TF-IDF

Word2Vec

BERT

All features

LR

0.514

0.819

0.820

0.873

0.925

0.925

NB

0.524

0.738

0.809

0.761

0.938

0.934

SVM

0.515

0.661

0.74

0.818

0.924

0.911

XGBoost

0.782

0.932

0.937

0.986

0.994

0.995

FFNN

0.743

0.934

0.937

0.974

0.988

0.988