Adv-ALSTM
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About 'ourpped' data (both KDD and ACL)
First of all, Thank you for sharing this work. We have several questions. May I ask if you don't mind?
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We've researched your work, but we are not able to find your code to generate 'ourpped' data. Could you let us know where the code exist or share the code?
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In raw data in kdd, there are the number, -123321. What dose this number mean? Plus, I wonder meanings/information of each column. (There are 13 columns in AAPL. However, there are only 9 columns (OLHC, volumes) in kdd/price_long_50)
I have the same question!
I seem to get it.
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They use the features in Table 1 in their paper, which contains c_open, c_high, c_low, n_close, n_adj_close, 5-day, 10-day, 15-day, 20-day, 25-day, 30-day. The first 11 columns represent these 11 features in total. Penultimate column (12th) is the label (-1 negative, 1 positive, 0 represents the rows whose movement in [-0.005, 0.0055]). The last column (13th) seems not to be used.
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-123321 seems to represent NAN. For example, Alibaba (stock BABA) listed on 19 Sep 2014, so it uses -123321 to fill the row before that day.
I think the 13th column is not used. Is there any other idea about the 13th column's usage? -123321 seems to take place for the first 30 days.