3D CNN with Visual Insights for Early Detection of Lung Cancer Using Gradient-Weighted Class Activation

Table 5

Accuracy of CNN with different models.

CNN	AUC	Accuracy	F-score	Precision	Recall
AlexNet 2D-CNN	0.94	87.67	0.89	0.85	0.91
AlexNet 3D-CNN	0.95	89.17	0.91	0.91	0.88
Proposed 3D-CNN	0.97	97.17	0.92	0.87	0.94