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Periodicity detection accuracy is very low #7289

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@tappanajmera

Description

@tappanajmera

System Information (please complete the following information):

  • OS & Version: Windows 11
  • ML.NET Version: [e.g. ML.NET v1.5.5]
  • .NET Version: [e.g. .NET 5.0]

Description
This is probably a question and not a bug.
We tested periodicity detection from ML .Net and compared against other approaches. The accuracy is very low.
Image

Accuracy selected means "accuracy on those where it gave an answer". So ML.NET gives a periodicity only on 28% of cases, and on those 28% it's 85% accurate. Kusto gives an answer on 94% of cases, and is 78% accurate on that.

Is this expected behavior?

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