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

Table 3

Accuracy comparison for CNNs with different optimizers during the test period.

	Optimizer	Hit ratio	Specificity	Sensitivity
CNN1	Adam	0.63	0.9545	0.3587
	SGD	0.65	0.9596	0.3810
CNN2	Adam	0.52	0.5822	0.4800
	SGD	0.56	0.5248	0.6144
CNN3	Adam	0.58	0.6460	0.4408
	SGD	0.60	0.6429	0.4840
CNN4	Adam	0.56	0.54	0.5810
	SGD	0.58	0.5939	0.5868