Table 6 Experimental results of Testing for 100 epochs.

From: A precise model for skin cancer diagnosis using hybrid U-Net and improved MobileNet-V3 with hyperparameters optimization

Model

Precision %

Recall %

F-1 Score %

Accuracy %

ROC-AUC %

MobileNet1

91.25

89.18

88.34

92.45

96.25

Resnet-152v22

90.34

88.57

87.65

92.57

95.32

VGG-165

90.78

89.27

88.95

92.89

94.21

MobileNet-V23

92.36

90.78

89.36

94.47

91.78

VGG-1910

93.65

91.47

90.65

94.89

93.54

Proposed model

97.84

95.27

97.32

98.86

98.45

Back to article page