An Efficient Data Classification Decision Based on Multimodel Deep Learning

Table 5

Result comparison for text classification (unit %).

	Reuters			20Newsgroups			WOS5736			WOS11967
	Acc	Recall	F1	Acc	Recall	F1	Acc	Recall	F1	Acc	Recall	F1
DNN	84.82	83.42	82.75	83.74	82.23	81.15	90.59	87.45	86.36	82.37	80.56	79.73
RNN	88.57	86.16	85.78	82.08	80.82	80.34	91.98	89.67	89.05	84.59	83.52	83.87
CNN	84.92	82.63	82.02	80.21	80.13	79.49	91.28	90.31	89.72	82.95	80.65	80.38
This paper	89.23	88.45	88.28	88.87	87.92	86.88	92.33	91.10	90.66	85.08	84.32	84.98