Automated Classification of Lung Cancer Types from Cytological Images Using Deep Convolutional Neural Networks

Table 3

Classification accuracies trained by original and augmented images.

	Classification accuracy [%]
	Original	Augmented
Adenocarcinoma	73.2	89.0
Squamous cell carcinoma	44.8	60.0
Small cell carcinoma	75.8	70.3
Total	62.1	71.1