Table 5.

Best performance values achieved for each heuristic in terms of Macro f1 (first row) and Micro f1-score (second row) for $EHH{R}_{\mathit{BERT}}$

Dataset	DT	RF	SVM	NN	KNN	GNB	Average
Reddit	67	77	82	84	73	63	74
	68	77	82	84	74	64	75
Women Clothing	59	58	76	73	54	37	60
	75	84	83	86	79	37	74
IMDB	61	69	75	79	61	52	66
	61	69	75	79	61	62	68
Google Playstore	75	78	75	79	67	52	71
	81	80	78	84	76	76	79
Corona tweets	61	67	66	69	62	56	64
	62	70	67	70	65	63	66
Jigsaw comments	67	75	72	80	66	44	67
	67	93	78	94	90	90	85
Amazon baby dataset	60	63	74	78	56	53	64
	78	86	82	84	83	68	80
Drugs	80	85	70	76	60	49	70
	84	90	78	84	72	53	77
Landslide	95	97	94	95	87	85	92
	95	97	94	97	95	76	92
Sentiment140	57	66	69	72	67	64	66
	57	66	69	72	67	58	65
Macro f1-score	68	74	75	79	65	56
Micro f1-score	73	81	79	83	76	65