Table 9.

Result of CNN with APSO

Dataset	Train test ratio	Embedding and hidden dimension	Accuracy (%)	Precision (%)	Recall (%)	F score (%)
Ott	90:10	200,200	98.88	98.32	97.12	98.91
	80:20	50,100	99.00	98.53	98.01	99.02
	70:30	50,100	98.33	97.26	97.52	98.93
Yelp	90:10	200,200	98.33	97.32	96.24	98.21
	80:20	50,100	98.12	96.45	97.56	97.26
	70:30	50,100	98.01	97.77	97.44	98.78
Amazon	90:10	200,200	98.66	98.66	98.66	98.66
	80:20	50,100	99.44	98.30	98.67	99.25
	70:30	50,100	99.56	98.11	98.15	99.78
TripAdvisor	90:10	200,200	97.57	96.77	97.55	97.47
	80:20	50,100	98.65	97.25	97.76	98.01
	70:30	50,100	98.89	97.74	97.81	98.83
IMDb	90:10	200,200	97.41	96.52	96.62	97.21
	80:20	50,100	97.35	96.24	97.54	97.11
	70:30	50,100	97.27	96.23	96.68	97.22