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

Table 10

Performance results of accuracy, recall-macro, precision-macro, F-score-macro, recall-weighted, precision-weighted, and F-score-weighted for the COVID-19 dataset (80 : 20%) without preprocessing and without feature selection (%).

Classifier model	ACC	Macro			Weighted
		Precision	Recall	F-score	Precision	Recall	F-score
LRC	82	69	43	47	79	82	78
LSVC	82	66	53	57	80	82	80
MNBC	81	52	34	31	75	81	73
BNBC	81	52	34	31	75	81	73
SGDC	83	68	51	55	80	83	80
SVC	82	67	42	45	78	82	77