Is Deep Learning for Image Recognition Applicable to Stock Market Prediction?

Table 6

Accuracy comparison for CNNs with different steps per epoch during the test period.

	Steps per epoch (train / test)	Hit ratio	Specificity	Sensitivity
CNN1	400 / 100	0.68	0.7221	0.6413
	800 / 200	0.54	0.5324	0.5434
CNN2	400 / 100	0.53	0.6155	0.46
	800 / 200	0.52	0.6257	0.4118
CNN3	400 / 100	0.61	0.9304	0.31
	800 / 200	0.52	0.4824	0.5238
CNN4	400 / 100	0.54	0.6220	0.4734
	800 / 200	0.54	0.7112	0.3450