Research Article
Investigation of Effectiveness of Shuffled Frog-Leaping Optimizer in Training a Convolution Neural Network
Table 4
Experimental results for the oxford flowers 17 dataset.
| Technique | MSE (AVE ± STD) | Classification rate (%) | Training time |
| LeNet 5 | 0.190425 ± 0.031687 | 88 | 14 minutes | ACO-LeNet 5 | 0.121689 ± 0.011574 | 90 | 16 minutes | BFSO-LeNet 5 | 0.085050 ± 0.034945 | 91 | 25 minutes | WO-LeNet 5 | 0.032228 ± 0.039778 | 94 | 18 minutes | SFLA-LeNet 5 | 0.009210 ± .039100 | 97 | 23 minutes |
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