5G Cognitive Radio Networks Using Reliable Hybrid Deep Learning Based on Spectrum Sensing

Table 7

Performance metrics of the proposed framework using the different composition of data samples.

Composition (%)	Low SNR composition (%)	High SNR composition (%)	Performance metrics
			90 : 10	90	10	0.1015	0.1012	0.001
80 : 20	80	20	0.0978	0.0889	0.022
70 : 30	70	30	0.0923	0.0878	0.0278
60 : 40	60	40	0.0906	0.0868	0.0320
50 : 50	50	50	0.0892	0.08547	0.0330
40 : 60	40	60	0.0882	0.08423	0.0342
30 : 70	30	70	0.0880	0.0832	0.0352
20 : 80	20	80	0.08546	0.0824	0.0400
10 : 90	10	90	0.08201	0.0810	0.04014