Table 3 Analysis of nail disease classification using baseline transfer learning techniques.

From: Low resource federated learning for classification of nail disease by deploying cross-silo and heterogeneously dataset distributions

Model

Accuracy (%)

Validation Accuracy (%)

Precision (%)

Validation Precision (%)

Recall (%)

Validation Recall (%)

Loss

Validation Loss

DenseNet201

76.70

74.41

84.69

86.40

66.33

63.71

1.17

1.23

InceptionResNetV2

77.67

82.77

86.17

88.82

68.25

78.07

1.44

1.77

MobileNetV2

69.00

73.63

78.33

75.62

55.83

72.06

1.64

1.95

ResNet152V2

54.99

65.54

74.89

80.57

32.37

44.39

1.86

1.77

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