Table 9 Performance of baseline models on the Measuring Hate Speech dataset

Methodology	Macro			Weighted			Accuracy
Methodology	Precision	Recall	F1-score	Precision	Recall	F1-score	Accuracy
RF	0.75	0.73	0.74	0.76	0.77	0.76	0.77
NB	0.59	0.57	0.56	0.61	0.63	0.61	0.63
SVM	0.76	0.67	0.67	0.75	0.74	0.71	0.74
LR	0.32	0.50	0.39	0.41	0.64	0.50	0.64
mBERT	0.82	0.84	0.83	0.84	0.84	0.84	0.84
DistilmBERT	0.83	0.84	0.83	0.84	0.84	0.84	0.84
xlm-RoBERTa	0.82	0.83	0.82	0.84	0.83	0.83	0.83
BERT	0.83	0.84	0.83	0.85	0.84	0.84	0.84
DistilBERT	0.84	0.82	0.83	0.84	0.85	0.84	0.85
RoBERTa	0.83	0.84	0.83	0.85	0.84	0.85	0.84

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