Table 3 GR of GRHIP-EDLIBWO method under 70%TRPH and 30%TSPH.

From: Gesture recognition for hearing impaired people using an ensemble of deep learning models with improving beluga whale optimization-based hyperparameter tuning

Classes

\(Acc{u}_{y}\)

\(Pre{c}_{n}\)

\(Rec{a}_{l}\)

\({F1}_{score}\)

\(MCC\)

TRPH (70%)

L-1

98.39

77.78

96.55

86.15

85.87

L-2

98.04

84.62

75.86

80.00

79.10

L-3

98.57

83.33

89.29

86.21

85.51

L-4

99.11

86.96

90.91

88.89

88.45

L-5

98.04

82.35

84.85

83.58

82.55

L-6

98.39

83.87

86.67

85.25

84.41

L-7

97.50

73.33

78.57

75.86

74.59

L-8

98.57

92.31

80.00

85.71

85.21

L-9

98.75

90.48

79.17

84.44

84.00

L-10

98.04

76.67

85.19

80.70

79.79

L-11

98.75

90.32

87.50

88.89

88.24

L-12

98.39

80.95

77.27

79.07

78.26

L-13

98.39

84.00

80.77

82.35

81.53

L-14

98.75

83.87

92.86

88.14

87.60

L-15

97.50

79.31

74.19

76.67

75.39

L-16

98.75

93.10

84.38

88.52

87.98

L-17

97.86

80.95

68.00

73.91

73.11

L-18

97.68

78.12

80.65

79.37

78.15

L-19

97.32

73.08

70.37

71.70

70.31

L-20

98.93

85.71

92.31

88.89

88.39

Average

98.29

83.06

82.77

82.72

81.92

TSPH (30%)

L-1

97.92

75.00

81.82

78.26

77.25

L-2

97.08

75.00

54.55

63.16

62.53

L-3

98.33

90.00

75.00

81.82

81.32

L-4

97.50

87.50

77.78

82.35

81.18

L-5

97.92

60.00

85.71

70.59

70.73

L-6

98.75

76.92

100.00

86.96

87.13

L-7

97.50

75.00

75.00

75.00

73.68

L-8

99.58

100.00

90.00

94.74

94.66

L-9

98.33

87.50

87.50

87.50

86.61

L-10

97.50

76.92

76.92

76.92

75.60

L-11

99.17

87.50

87.50

87.50

87.07

L-12

97.92

88.24

83.33

85.71

84.63

L-13

97.92

80.00

85.71

82.76

81.71

L-14

97.92

73.33

91.67

81.48

80.95

L-15

98.33

77.78

77.78

77.78

76.91

L-16

98.33

70.00

87.50

77.78

77.44

L-17

97.92

81.25

86.67

83.87

82.81

L-18

99.17

88.89

88.89

88.89

88.46

L-19

97.50

81.82

69.23

75.00

73.98

L-20

98.75

100.00

78.57

88.00

88.06

Average

98.17

81.63

82.06

81.30

80.64