Fuzzy Aspect Based Opinion Classification System for Mining Tourist Reviews

Table 3

Classifiers performance on restaurants and hotels dataset.

Classifier	Restaurants dataset				Hotels dataset
	Accuracy	Precision	Recall	-measure	Accuracy	Precision	Recall	-measure
FURIA	90.12%	0.89	0.9	0.87	79.84%	0.78	0.80	0.75
FLR	87.87%	0.87	0.88	0.87	86.02%	0.85	0.86	0.85
FNN	89.32%	0.89	0.89	0.89	75.9%	0.79	0.76	0.67
FRNN	86%	0.87	0.86	0.85	77.91%	0.82	0.77	0.78
VQNN	85.41%	0.87	0.85	0.84	75.82%	0.81	0.74	0.65