Deep Learning for Price Movement Prediction Using Convolutional Neural Network and Long Short-Term Memory

Table 2

LSTM parameters and their levels in the hybrid model.

Parameters	Levels
Time steps	6, 7, 8, …, 14, 15
Number of hidden neurons	50, 100, 150, 200
Dropout rate	0.1, 0.2, 0.3, 0.4