An Intelligent COVID-19-Related Arabic Text Detection Framework Based on Transfer Learning Using Context Representation

Table 9

Accuracy results (%) of the ArCovidVac dataset with three classes using BoW and TF-IDF for representation with and without preprocessing.

Classifier model	BoW		TF-IDF
	With pre	Without pre	With pre	Without pre
LRC	80	81	81	80
LSVC	79	79	80	80
MNBC	80	81	80	80
BNBC	80	80	75	73
SGDC	79	80	80	80
SVC	80	80	81	80