Table 1.
Performance metrics for TX–RX (Transmitter–Receiver) of 10 cm features (632 features per case).
Classifier | Accuracy | Precision | Recall | F-Measure |
---|---|---|---|---|
Naïve Bayes | 98.8372% | 0.989 | 0.988 | 0.988 |
SVM | 95.5% | 0.962 | 0.955 | 0.955 |
KNN | 100% | 1 | 1 | 1 |
Random Forest | 96% | 0.962 | 0.960 | 0.959 |
J48 | 92% | 0.939 | 0.920 | 0.923 |