Table 2 Classifier result of HDLMFE-ADGDT method at 80:20.

From: Gallbladder disease diagnosis from ultrasound using squeeze-and-excitation capsule network with convolutional bidirectional long short-term memory

Class Labels

\(\:\varvec{A}\varvec{c}\varvec{c}{\varvec{u}}_{\varvec{y}}\)

\(\:\varvec{P}\varvec{r}\varvec{e}{\varvec{c}}_{\varvec{n}}\)

\(\:\varvec{S}\varvec{e}\varvec{n}{\varvec{s}}_{\varvec{y}}\)

\(\:\varvec{S}\varvec{p}\varvec{e}{\varvec{c}}_{\varvec{y}}\)

\(\:{\varvec{F}}_{\varvec{M}\varvec{e}\varvec{a}\varvec{s}\varvec{u}\varvec{r}\varvec{e}}\)

TRPHE (80%)

C 1

98.85

95.30

95.48

99.33

95.39

C 2

98.76

95.89

92.31

99.53

94.06

C 3

98.85

94.96

94.55

99.38

94.75

C 4

98.98

95.47

95.57

99.42

95.52

C 5

98.96

95.44

93.97

99.51

94.70

C 6

98.88

94.28

94.05

99.39

94.17

C 7

98.87

93.31

96.43

99.16

94.84

C 8

99.06

96.21

97.57

99.33

96.89

C 9

99.08

95.04

95.16

99.48

95.10

Average

98.92

95.10

95.01

99.39

95.05

TSPHE (20%)

C 1

99.30

96.64

97.74

99.52

97.19

C 2

98.88

97.20

93.46

99.63

95.29

C 3

99.11

93.61

97.62

99.27

95.57

C 4

99.11

95.02

97.64

99.31

96.31

C 5

98.92

95.73

93.52

99.53

94.61

C 6

99.25

96.39

95.41

99.64

95.90

C 7

99.06

96.20

95.40

99.53

95.80

C 8

98.88

96.47

95.86

99.40

96.17

C 9

99.25

95.19

96.22

99.54

95.70

Average

99.09

95.83

95.87

99.49

95.84

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