Research Article
Investigation of Effectiveness of Shuffled Frog-Leaping Optimizer in Training a Convolution Neural Network
Table 6
Experimental results for the Caltech/UCSD birds dataset.
| Technique | MSE (AVE ± STD) | Classification rate (%) | Training time |
| LeNet 5 | 0.0321 ± 0.0045 | 92 | 97 minutes | ACO-LeNet 5 | 0.0019 ± 8.4257e−04 | 97 | 101 minutes | BFSO-LeNet 5 | 0.0078 ± 8.2189e−02 | 93 | 109 minutes | WO-LeNet 5 | 0.0045 ± 8.7654e−03 | 96 | 103 minutes | SFLA-LeNet 5 | 0.0021 ± 9.4298e−05 | 98 | 105 minutes |
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