Table 7 Experimental results for validation (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

90.18

89.03

87.89

92.02

95.89

Resnet-152v22

90.03

88.14

87.02

92.07

95.03

VGG-165

90.07

89.02

88.03

92.05

94.01

MobileNet-V23

91.98

90.01

89.01

94.03

91.07

VGG-1910

93.01

90.09

88.04

94.08

93.02

Proposed model

97.32

94.07

97.03

98.03

97.09

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