Table 7 Overview of results from models using different database balancing techniques.

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

Dataset

Model configuration

Training (%)

Validation (%)

Testing (%)

IDC

Configuration 4

81.39

80.34

74.88

IDC

Configuration 5

92.74

92.32

79.16

IDC

Configuration 6

95.47

95.03

82.00

BreaKHis

Configuration 5

100

97.47

92.61

BreaKHis

Configuration 6

100

98.46

91.00

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