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Table 4 Accuracy comparison among the proposed method on NIH chest X-ray dataset

From: A novel adaptive momentum method for medical image classification using convolutional neural network

Epoch

Adam

RMSprop

SGD

Adaptive momentum

1

0.83

0.80

0.84

0.82

2

0.84

0.76

0.83

0.83

3

0.84

0.84

0.84

0.84

4

0.83

0.79

0.83

0.85

5

0.79

0.83

0.84

0.85