[Retracted] Digital Library Information Integration System Based on Big Data and Deep Learning

Table 1

Statistics of experimental results of text classification.

Category	Traditional text classification methods			Deep learning-based text classification
	Accuracy (P)	Recall (R)	F1	Accuracy (P)	Recall (R)	F1
Entertainment	0.78	0.79	0.78	0.94	0.96	0.95
Game	0.83	0.83	0.83	0.96	0.94	0.95
Current affairs	0.86	0.81	0.84	0.96	0.91	0.93
Fashion	0.86	0.87	0.87	0.93	0.96	0.94
Technology	0.86	0.85	0.85	0.95	0.96	0.96
Educate	0.77	0.76	0.76	0.9	0.92	0.91
Furniture	0.87	0.82	0.85	0.95	0.9	0.93
Real estate	0.87	0.89	0.88	0.98	0.96	0.97
Finance	0.82	0.84	0.83	0.94	0.97	0.96
Physical education	0.81	0.83	0.82	0.97	0.97	0.97
Average value	0.833	0.829	0.831	0.948	0.945	0.947