Table 5.

Comparison of results with cross validation.

Algorithm	USRP Dataset Accuracy	Benchmark Dataset Accuracy
Random Forest	92.47%	91.20%
K nearest Neighbours	88.17%	77.06%
Support Vector Machine	84.68%	85.90%
Neural network model	90.05%	89.21%
Ensemble Classifier	92.18%	92.40%