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.

TechniqueMSE (AVE ± STD)Classification rate (%)Training time

LeNet 50.190425 ± 0.0316878814 minutes
ACO-LeNet 50.121689 ± 0.0115749016 minutes
BFSO-LeNet 50.085050 ± 0.0349459125 minutes
WO-LeNet 50.032228 ± 0.0397789418 minutes
SFLA-LeNet 50.009210 ± .0391009723 minutes