Web-Based News Straining and Summarization Using Machine Learning Enabled Communication Techniques for Large-Scale 5G Networks

Table 1

Comparison of all four approaches.

Category	Proposed approach			ECON			CoreEx			TEX
Business	0.97	0.96	0.96	0.82	0.54	0.65	0.80	0.85	0.82	0.96	0.95	0.95
Cricket	0.99	0.99	0.99	0.94	0.91	0.92	0.88	0.90	0.88	0.96	0.98	0.98
India	0.95	0.94	0.94	0.92	0.88	0.89	0.92	0.94	0.92	0.93	0.92	0.94
Tech	0.96	0.96	0.96	0.88	0.67	0.76	0.90	0.95	0.92	0.92	0.95	0.95
National	0.98	0.99	0.98	0.83	0.83	0.83	0.78	0.81	0.79	0.89	0.91	0.89
Science & environment	0.93	0.86	0.87	0.76	0.77	0.76	0.85	0.67	0.74	0.92	0.83	0.85
Politics	0.98	0.99	0.93	0.67	0.67	0.67	0.60	0.55	0.57	0.97	0.98	0.97
World	0.95	0.96	0.95	0.91	0.88	0.89	0.83	0.83	0.83	0.93	0.73	0.82