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Mathematical Problems in Engineering
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2020
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Article
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Tab 7
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Research Article
Deep Learning for Price Movement Prediction Using Convolutional Neural Network and Long Short-Term Memory
Table 7
Optimal parameters of the proposed model in different stock indices when
takes 80/20.
Stock index
Time steps in LSTM
Number of hidden neurons
Dropout rate
S&P 500
6
100
0.3
DJIA
10
50
0.1
NASDAQ
9
200
0.3
NYSE
6
50
0.1
RUSSELL
10
200
0.1