Research Article
Investigation of Effectiveness of Shuffled Frog-Leaping Optimizer in Training a Convolution Neural Network
Table 5
Experimental results for the oxFord flowers 102 dataset.
| | Technique | MSE (AVE ± STD) | Classification rate (%) | Training time |
| | LeNet 5 | 0.040320 ± 0.002470 | 90 | 51 minutes | | ACO-LeNet 5 | 0.024881 ± 0.002472 | 95 | 58 minutes | | BFSO-LeNet 5 | 0.008026 ± 0.007900 | 93 | 67 minutes | | WO-LeNet 5 | 0.0229 ± 0.0032 | 91 | 64 minutes | | SFLA-LeNet 5 | 0.003026 ± 0.001500 | 97 | 65 minutes |
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