Table 9.

Comparison of the actual average macro f1-score with the predicted average macro f1-score of HAGA and standard GA (normalized in the scale of 0-1)

Dataset	Average macro f1-score
	$EHH{R}_{\mathit{BERT}}$		$EHH{R}_{\mathit{TfIdf}}$		Standard GA
	Actual	HAGA	Actual	HAGA
Reddit	0.74	0.67	0.79	0.68	0.49
Women Clothing	0.60	0.69	0.70	0.77	0.61
IMDB	0.66	0.68	0.76	0.75	0.54
Google Playstore	0.71	0.67	0.80	0.72	0.44
Corona	0.64	0.64	0.72	0.80	0.60
Jigsaw toxic comments	0.67	0.67	0.70	0.71	0.50
Amazon baby dataset	0.64	0.60	0.72	0.68	0.45
Drugs	0.70	0.67	0.78	0.73	0.48
Landslide	0.92	0.79	0.90	0.84	0.57
Sentiment140	0.66	0.66	0.69	0.67	0.48