NSCR-Based DenseNet for Lung Tumor Recognition Using Chest CT Image

Table 3

Comparison of accuracy and training time results for different models.

Dataset	CT
Model	Accuracy (/%)	Training time (/s)
AlexNet+SVM	97.50	224.58
AlexNet+SRC	96.32	604.20
AlexNet+NSCR	98.52	334.39
GoogleNet+SVM	97.90	662.44
GoogleNet+SRC	98.02	1081.21
GoogleNet+NSCR	98.82	773.97
DenseNet-201+SVM	98.26	3182.66
DenseNet-201+SRC	98.32	3962.32
DenseNet-201+NSCR	99.10	3234.63