Robust and Adaptive Online Time Series Prediction with Long Short-Term Memory

Table 2

RMSE on synthetic data and real time series.

Algorithm	Data
	Synthetic	ECG	HandOutlines	DJIA
RLSTM	0.7606	0.8505	0.9756	1.8454
SR-LSTM	0.7329	0.8323	0.9411	1.7574
RN-LSTM	0.7218	0.8217	0.9376	1.6218
RoAdam	0.4946	0.5626	0.7633	1.3875