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

Table 9

Effect of batch size on experimental results.

Batch size	Time (s)	Accuracy (%)	Error (%)	Sensitivity (%)	Specificity (%)	MCC	score
20	1816.22	90.50	9.50	98.80	82.20	0.82	0.90
50	1708.21	91.70	8.30	99.40	84.00	0.84	0.92
100	1619.94	89.90	10.10	97.20	82.60	0.81	0.90
200	1533.37	86.30	13.70	99.60	73.00	0.75	0.86
300	1526.66	85.60	14.40	99.40	71.80	0.74	0.85
500	1508.10	68.40	31.60	100.00	36.8	0.47	0.65