Research Article
Strip Surface Defects Recognition Based on PSO-RS&SOCP-SVM Algorithm
Table 2
Decision table for feature values.
| Samples | Condition attributes | Decision attribute | | | | | | | |
| 1 | 0.9631 | 0.1961 | 1.5854 | | 48.7209 | 22.9058 | 0.0742 | 1 | 2 | 0.4281 | 0.0248 | 1.6887 | | 49.2755 | 23.0152 | 0.1722 | 1 | | 101 | 0.9832 | 0.0788 | 1.6161 | | 47.0690 | 47.9997 | 0.1212 | 2 | 102 | 0.9933 | 0.0257 | 1.7238 | | 47.7351 | 48.5634 | 0.7985 | 2 | | 201 | 0.5000 | 1.1025 | 1.5535 | | 48.2467 | 36.7637 | 0.7000 | 3 | 202 | 0.9922 | 1.1279 | 1.6674 | | 47.2867 | 50.4636 | 0.3560 | 3 | | 301 | 0.4502 | 0.6261 | 1.6462 | | 48.4786 | 44.2349 | 0.1366 | 4 | 302 | 0.3793 | 0.5713 | 1.7531 | | 48.7531 | 44.5065 | 0.4497 | 4 | | 401 | 0.9094 | 0.1296 | 1.4291 | | 51.3118 | 51.0527 | 0.1742 | 5 | 402 | 0.9378 | 0.3306 | 1.5321 | | 47.6995 | 25.4727 | 0.3737 | 5 | | 599 | 0.8767 | 0.0538 | 2.1107 | | 48.6042 | 39.7279 | 0.1591 | 6 | 600 | 1.0000 | 0.0921 | 2.0185 | | 50.0884 | 11.9853 | 0.4944 | 6 |
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