Table 4 Comparative assessment between the developed method and various baseline techniques applied to the SIIM-ISIC Melanoma dataset.

From: Enhanced convolutional neural network architecture optimized by improved chameleon swarm algorithm for melanoma detection using dermatological images

Method

Acc

Pr

Se

Sp

JI

F-S

Proposed method

94.99

90.23

96.99

95.97

90.23

90.86

BD 36

76.99

79.99

87.00

82.98

80.90

84.52

miRNAs 38

81.97

76.98

90.01

84.16

84.52

86.15

OSVM 18

87.99

83.98

90.23

86.15

88.90

87.99

NN/WCO 39

91.65

83.99

92.37

90.23

88.79

90.23

CCNN 37

94.97

85.73

93.58

92.31

92.31

92.34

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