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. 2020 May 6;20(9):2653. doi: 10.3390/s20092653

Table 6.

Comparison of results with train test split.

Algorithm USRP Dataset Accuracy Benchmark Dataset Accuracy
Random Forest 96.70% 96.49%
K nearest Neighbours 90.71% 92.48%
Support Vector Machine 81.77% 86.21%
Neural network model 93.40% 96.11%
Ensemble Classifier 93.83% 97.74%