Research Article
An Enhanced Artificial Bee Colony-Based Support Vector Machine for Image-Based Fault Detection
Table 5
Fault detection results of EABC-SVM and other ABC-related methods.
| Methods | | | Selected dimensions | Accuracy (%) |
| ABC-SVM | 540.3200 | 2.1327 | 21 | 92.50 | GABC-SVM | 515.1092 | 3.6465 | 17 | 93.75 | MABC-SSVM | 544.7164 | 2.4870 | 23 | 95.00 | NABC-SVM | 805.7588 | 1.8308 | 12 | 91.25 | SDABC-SVM | 855.1585 | 2.4785 | 12 | 91.25 | EABC-SVM | 267.3419 | 1.1891 | 16 | 95.00 |
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