Brent Crude Oil Price Forecast Utilizing Deep Neural Network Architectures

Table 3

Results of one-layer LSTM with SGDM solver for Brent crude oil.

Parameter	Value
Root-mean-square error (RMSE)	1.88
Maximum error	5.825
Modeling time	429
Mean squared error (MSE)	3.9
Feedback regressors	[1 2 3 4 ]
Hidden layers	100