SPECTRUMNET: Cooperative Spectrum Monitoring Using Deep Neural Networks

Table 6

Performance analysis of SPECTRUMNET.

	Without SMOTE (%)	With SMOTE (%)
Training accuracy	78.09	95.86
Validation accuracy	77.67	95.01
Testing accuracy	77.48	94.46
Balanced accuracy score	79.63	94.43
Matthew’s correlation coefficient	62.27	89.44