Table 6 The selected hyperparameters of a CNN using three different runs of GWO optimizer.

From: Utilizing convolutional neural networks to classify monkeypox skin lesions

GWO parameters

Selected CNN parameters

Fitness score

LR

EP

BS

N

M

Run1

Population size = 50

0.001

60

64

85

40

0.94632

No of iterations = 10

Run2

Population size = 60

0.08

60

64

168

32

0.91252

No of iterations = 20

Run3

Population size = 70

0.04

80

50

85

32

0.91948

No of iterations = 30

  1. Where LR Learning Rate, EP Epochs, BS Batch Size, N Number of filters in the convolutional layer, M Number of neurons in the dense layer.
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