Table 13.
Recognition results of SVM classifier for four categories of target radiated noise under the condition of −20 dB noise.
| Ship code | A | B | C | D |
|---|---|---|---|---|
| 010001 | 0.4489 | 0 | 0.2356 | 0.3156 |
| 010002 | 0.45 | 0 | 0.2211 | 0.3289 |
| 020001 | 0.685 | 0.0917 | 0.0375 | 0.1858 |
| 030004 | 0.36 | 0 | 0.3067 | 0.3333 |
| 030005 | 0.3967 | 0 | 0.285 | 0.3183 |
| 030006 | 0.1717 | 0 | 0.695 | 0.1333 |
| 040002 | 0.3367 | 0 | 0.1483 | 0.515 |
| 040003 | 0.365 | 0 | 0.26 | 0.375 |
| 040004 | 0.325 | 0 | 0.265 | 0.41 |
Bold represents the recognition accuracy of a certain numbered ship under the correct classification category.