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Table 12 The result of tenfold cross-validation of AlexNet for classification accuracy

From: WBC image classification and generative models based on convolutional neural network

 

NE. (%)

EO. (%)

BA. (%)

LY. (%)

MO. (%)

Fold-0

98

96

13

98

100

Fold-1

97

98

45

98

98

Fold-2

88

98

58

95

99

Fold-3

96

100

18

90

97

Fold-4

98

100

18

94

99

Fold-5

100

99

29

90

100

Fold-6

99

98

47

92

97

Fold-7

92

98

27

99

98

Fold-8

99

98

35

92

100

Fold-9

100

99

41

86

99

Avr. Acc.

97

99

33

93

99

  1. The Aver. Acc. for five classes is 84%