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Table 6 Combinations of the four algorithm hyperparameters that combined the values in Tables 4 and 5 for a pre-trained CNN model

From: Classifying chest CT images as COVID-19 positive/negative using a convolutional neural network ensemble model and uniform experimental design method

Number of experiments

Algorithm hyperparameters

Optimizer

MiniBatchSize

MaxEpochs

InitialLearnRate

1

adam

15

6

10–6

2

sgdm

25

9

10–5

3

adam

35

5

10–4

4

sgdm

10

8

10–6

5

adam

20

4

10–5

6

sgdm

30

7

10–4

7

adam

40

10

10–4