Research Article

Forecasting Foreign Exchange Volatility Using Deep Learning Autoencoder-LSTM Techniques

Table 2

Descriptions of the training and testing datasets for each period.

PeriodTraining setTest dataset

Period 1(2010/01/04–2015/03/20)(2015/03/23–2015/12/31)
Period 2(2016/01/04–2016/11/15)(2016/11/16–2016/12/30)
Period 3(2017/01/03–2019/08/30)(2019/09/03–2019/12/31)