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[BUG] Some Models return a straight-line

Open ArchanGhosh opened this issue 2 years ago • 0 comments

Describe the bug I am trying to get some predictions and for that I have used around 3 model(AutoArima, FFT, Theta) and now I choose the one with the lowest MAPE value. But sometimes it is only giving a single value over a range of predictions, and the outcome is a straight-line.

Expected behavior if the Mape value is low hence it should produce atleast some pattern

System (please complete the following information):

  • Python version: 3.7
  • darts version 0.21.0

ArchanGhosh avatar Sep 22 '22 11:09 ArchanGhosh