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

Table 3

Effect of different convolution kernel sizes on experimental results.

Convolution kernel size			Time (s)	Accuracy (%)	Error (%)	Sensitivity (%)	Specificity (%)	MCC	score
k1	k2	k3
5	5	5	868.26	69.70	30.30	99.80	39.60	0.49	0.67
5	7	5	779.64	85.30	14.70	80.80	89.80	0.71	0.85
5	9	9	950.25	80.90	19.10	100.00	61.80	0.67	0.80
5	11	11	1150.56	86.30	13.70	99.60	73.00	0.75	0.86
7	5	7	706.79	83.40	16.60	97.60	69.20	0.70	0.83
11	11	9	1765.49	82.30	17.50	99.60	65.40	0.69	0.82