SPECTRUMNET: Cooperative Spectrum Monitoring Using Deep Neural Networks

Table 5

Classification report of SPECTRUMNET.

	Without SMOTE				With SMOTE
	Precision	Recall	F1 score	Support	Precision	Recall	F1 score	Support
0	0.67	0.99	0.8	1903	1	0.89	0.94	1993
1	0.99	0.6	0.75	2002	0.9	1	0.95	2015
Micro avg	0.77	0.77	0.77	3905	0.94	0.94	0.94	4008
Macro avg	0.83	0.8	0.77	3905	0.95	0.94	0.94	4008
Weighted avg	0.84	0.77	0.77	3905	0.95	0.94	0.94	4008
Samples avg	0.77	0.77	0.77	3905	0.94	0.94	0.94	4008