Skip to main content
. 2022 Dec 22;10(1):18. doi: 10.3390/bioengineering10010018

Table 2.

CNN hyperparameters setup.

Parameter Value
CNN training options (Default)
RateDropFactor
Momentum Learn
L2Regularization
LearnRateDropPeriod
GradientThreshold
GradientThresholdMethod
ValidationData
VerboseFrequency
ValidationPatience
ValidationFrequency
ResetInputNormalization
CNN training options (Custom)
InitialLearnRate
ExecutionEnvironment
MiniBatchSize
MaxEpochs
Verbose
Shuffle
LearnRateSchedule
Optimizer

0.1000
0.9000
1.0000 ×104
10
Inf
l2norm
imds
50
Inf
50
1

1.0000 ×104
gpu
8
20
0
every-epoch
piecwise
ADSCFGWO