Table 3.
Classification accuracy of the CNN-based classifier.
| a | b | c | D | e | f | g | h | i | j | k | l | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| a | 90.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7 | 0.0 | 0.0 | 0.7 | 0.0 | 1.4 |
| b | 0.0 | 95.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7 | 0.0 | 0.0 |
| c | 0.0 | 0.0 | 97.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| d | 0.0 | 0.0 | 1.0 | 94.2 | 0.0 | 0.0 | 0.0 | 1.4 | 0.0 | 0.0 | 0.0 | 0.0 |
| e | 0.0 | 0.0 | 0.0 | 3.6 | 97.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7 | 2.9 | 0.0 |
| f | 1.0 | 0.7 | 0.0 | 0.0 | 0.0 | 87.8 | 5.0 | 0.7 | 0.0 | 0.0 | 0.0 | 0.7 |
| g | 2.0 | 4.3 | 0.0 | 0.0 | 0.0 | 11.5 | 90.6 | 0.7 | 2.8 | 0.7 | 2.2 | 0.0 |
| h | 0.0 | 0.0 | 0.0 | 2.2 | 0.0 | 0.0 | 1.4 | 91.4 | 3.2 | 0.0 | 0.0 | 0.0 |
| i | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7 | 0.0 | 5.8 | 94.0 | 0.0 | 0.0 | 0.7 |
| j | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 90.6 | 1.4 | 0.0 |
| k | 2.2 | 0.0 | 0.0 | 0.0 | 2.2 | 0.0 | 2.2 | 0.0 | 0.0 | 6.5 | 93.5 | 4.3 |
| l | 4.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 92.8 |
| Overall classification accuracy for a single radar | 94% | |||||||||||