Table 5 Comparison models with performance metrics with supporting statistical measures using IQ-OTH/NCCD dataset.

From: Optimizing non small cell lung cancer detection with convolutional neural networks and differential augmentation

Performance metrics

CNN + DA(Novel)

DenseNet

ResNet

EfficientNetB0

Precision

97.57

93.80

92.50

91.87

Recall

97.67

94.00

93.10

91.78

f1-score

98.78

94.20

92.70

91.21

Accuracy

98.78

94.10

93.00

92.64

Roc

97.23

93.90

92.40

91.24

Error rate (%)

1.22

5.90

7.00

7.36

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