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Table 18 The result of the second model was initially trained using our dataset which is our W-Net model and then further trained using LISC public data

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

 

NE. (%)

EO. (%)

BA. (%)

LY. (%)

MO. (%)

Fold-0

100

100

100

100

80

Fold-1

100

100

100

100

100

Fold-2

100

100

100

100

20

Fold-3

100

100

100

100

100

Fold-4

100

100

100

100

80

Fold-5

100

100

100

83

100

Fold-6

100

100

100

100

100

Fold-7

100

75

100

100

100

Fold-8

100

100

80

100

100

Fold-9

100

100

80

100

100

Avr. Acc.

100

98

96

98

88

  1. The average accuracy for five classes is 96%