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. 2022 Nov 21;12(11):2892. doi: 10.3390/diagnostics12112892

Table 2.

Parameters of the experimental CNN configuration.

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

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

0.001
gpu
32
40
0
every-epoch
piecwise
BERSFS