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How one can predict 100 new binary values (0s and 1s) if there are 3200 previous values?

Note that there is no seasonality, but just a set of numbers. I used Arima, lgbm, Markova but it predicts randomly (about 50 percent accuracy), lstm gives all zeros.

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    $\begingroup$ Are you sure you can do better than random? $\endgroup$ Commented Aug 28, 2023 at 14:35
  • $\begingroup$ I don`t know. The task is set, it is necessary to give the maximum possible result of accuracy $\endgroup$
    – Marko Radu
    Commented Aug 28, 2023 at 14:38

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