Hyper-Tuned CNN Using EVO Technique for Efficient Biomedical Image Classification

Table 5

Hyperparameters of CNN to be tuned.

Hyperparameters	Range
LR	Min. value-0.001, max. value-0.1
Mom.	Min. value-0.9, max. value-0.99
BS	Min. value-32, max. value-256
NN in CLs	Min. value-5, max. value-516
KS	[(2, 2), (3, 3), (5, 5), (6, 6)]
AFs	[ReLU, Sigmoid, LReLU]
FS	Min. value-64, max. value-256
Dropout	Min. value-0.1, max. value-0.9
No. Of epochs	Min. value-25, max. value-500