Implementation of Long Short-Term Memory and Gated Recurrent Units on grouped time-series data to predict stock prices accurately

Journal of Big Data

Table 2 Relevant studies using deep learning method

Model	Metric	Result	Literature
LSTM	MAE	0.222	Qian and Chen [15]
	RMSE	0.027
DWT-RNN	FRMSE	0.031	Hajiabotorabi at al. [17]
	RMAE	0.024
	FMPE	0.069
LSTM	MAPE	0.016	Jin at al. [18]
	MAE	2.396
	RMSE	0.196
	\(R^2\)	0.977
	ACC	0.705