Table 2.

Comparing experimental results of INN with VLSTM and ULMFiT

	COVID19Senti			GeneralSenti			Senti140
	INN	VLSTM	ULMFiT	INN	VLSTM	ULMFiT	INN	VLSTM	ULMFiT
Accuracy	0.918	0.837	0.888	0.966	0.962	0.966	0.801	0.797	0.797
Precision	0.934	0.854	0.913	0.812	0.789	0.841	0.807	0.797	0.786
Recall	0.935	0.895	0.908	0.629	0.596	0.596	0.794	0.798	0.815
F1 Measure	0.935	0.874	0.910	0.709	0.679	0.698	0.800	0.797	0.800
Cohen kappa score	0.823	0.644	0.759	0.691	0.660	0.680	0.603	0.594	0.593
Area under curve	0.911	0.817	0.880	0.809	0.792	0.794	0.801	0.797	0.797

Boldfaced numbers indicate best values.