Table 3 Parameters values of CNN structure.

From: Optimized convolutional neural network using African vulture optimization algorithm for the detection of exons

Name of Parameter

Range of value

Number of layers

[3–11]

Number of filters in the convolutional layer

[8 16 32]

The size of filters in the convolutional layer

[3 × 3], [5 × 5], [7 × 7]

Size of kernel in pooling layer

[2–5]

Hidden units in a fully connected layer

[10–1024]

Mini batch size

[8 16 32 64 128]

Optimizer

‘adam’, ‘sgdm’, ‘rmsprop’

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