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Mathematical Problems in Engineering
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2020
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Article
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Tab 5
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Research Article
Deep Learning for Price Movement Prediction Using Convolutional Neural Network and Long Short-Term Memory
Table 5
Optimal parameters of CNN3D-DR + LSTM for different
in S&P 500.
Time steps in LSTM
Number of hidden neurons
Dropout rate
60/40
8
100
0.1
65/35
9
50
0.1
70/30
6
50
0.3
75/25
6
100
0.4
80/20
6
100
0.3