Table 10 Detailed results for the top four models, based on the IDC database, using 20 splits partition of 75/25 of the IDC dataset.

From: Enhancing histopathological image classification of invasive ductal carcinoma using hybrid harmonization techniques

Model

Options

Label

Precision (%)

Recall (%)

F-score (%)

Testing accuracy (%)

Model_1

Config1

M

77

88

82

81.608±2

 

B

85

74

79

Model_2

Config3

M

80

86

83

81.726±1.6

 

B

85

78

81

Model_3

Config6

M

83

83

83

83±1.7

 

B

82

83

83

Model_4

Config8

M

93

91

92

92.73±2

 

B

92

95

93

  1. Significant values are in bold.
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