Computer-Aided Diagnosis Research of a Lung Tumor Based on a Deep Convolutional Neural Network and Global Features

Table 6

Experimental results of different sampling methods.

Feature maps	Convolution kernels	Activation function	Pooling	Iterations/accuracy (%)								Time (s)
				5	10	12	15	20	30	50	100
6-16-120	5-10-10	Sigmoid	Max	60.08	65.37	79.94	73.75	71.76	70.26	69.86	63.67	2738.62
			Avg	50.00	68.66	76.65	68.06	65.37	61.58	57.49	58.48	2718.68