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Table 17 The result of the first model trained using LISC public data from scratch

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

 

NE. (%)

EO. (%)

BA. (%)

LY. (%)

MO. (%)

Fold-0

33

100

50

100

60

Fold-1

83

100

83

100

100

Fold-2

100

100

100

100

20

Fold-3

100

100

100

100

80

Fold-4

83

100

100

83

100

Fold-5

83

100

100

100

100

Fold-6

100

100

100

100

100

Fold-7

80

100

100

80

100

Fold-8

80

100

80

100

100

Fold-9

100

100

80

100

100

Avr. Acc.

84

100

89

96

86

  1. The average accuracy for five classes is 91%