Table 6.

Comparison between the existing system and the proposed system on LUNA 16 dataset.

Experimental results
LUNA 16 dataset information				Existing method		Proposed method
S. No	No. of samples	Training (%)	Testing (%)	Authors	Results (%)	2D AlexNet (%)	3D AlexNet (%)	Proposed 3D AlexNet (%)
1	888	90	10	Xie et al., 2019 [3]	Accuracy 88.17	Accuracy 89.45	Accuracy 90.23	Accuracy = 97.17
2	1018	90	10	Fie li et al., 2019 [16]	Accuracy 89.67	Accuracy 88.78	Accuracy 91.13	Accuracy = 97.17