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

Table 7

Experimental results of different sampling methods.

Feature maps	Convolution kernels	Activation function	Pooling	Iterations/accuracy (%)								Time (s)
				50	100	140	150	160	200	250	300
6-16-24	5-10-10	Sigmoid	Max	75.55	83.34	86.23	86.83	84.63	84.13	83.93	85.33	7524.27
			Avg	69.46	81.74	81.24	83.43	80.54	82.14	83.03	83.83	7620.68