Table 7.

Correct classification rates (in %) of the ablation study.

Experiment	Single component			Two components			Three components
		Polarity	Bi-LSTM	Logistic reg	(Polarity + Bi-LSTM)	(Polarity + logistic reg)	(Bi-LSTM + logistic reg)	Proposed framework
Experiment 1: Coronavirus-tagged data	3-class	87.15	85.57	87.67	87.94	88.20	86.15	89.31
Experiment 2: Google Play reviews	2-class	87.44	91.33	90.83	88.40	88.43	90.61	92.87
Experiment 3: Amazon Alexa	2-class	83.27	82.33	88.19	86.27	84.56	86.23	86.72
Experiment 4: Rotten Tomatoes	2-class	76.28	81.47	81.53	80.41	81.77	82.15	83.48