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Table 6 F1, precision, and recall after pruning 50% channels

From: Breast cancer histopathology image classification through assembling multiple compact CNNs

Cri.

Str.

Magnification Factors

  

40 ×

100 ×

200 ×

400 ×

F1

1

86.9 ±1.7

86.0 ±0.7

87.1 ±1.2

82.5 ±2.3

 

2

89.9 ±1.1

88.5 ±1.4

89.1 ±1.7

86.1 ±3.1

 

3

90.0 ±1.2

88.8 ±1.7

89.2 ±1.9

86.1 ±2.7

Pr.

1

82.8 ±4.2

80.9 ±2.2

83.9 ±3.4

78.2 ±4.1

 

2

84.6 ±2.2

85.4 ±5.1

86.4 ±2.2

81.5 ±5.6

 

3

84.6 ±2.5

85.2 ±5.1

86.1 ±2.8

81.0 ±5.0

Rec.

1

91.7 ±2.5

91.8 ±2.5

90.8 ±3.3

87.4 ±1.2

 

2

95.9 ±0.7

92.2 ±3.4

92.0 ±2.2

91.6 ±3.9

 

3

96.3 ±0.9

93.2 ±2.9

92.7 ±2.3

92.2 ±3.2