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Comments (3)

leanderme avatar leanderme commented on June 28, 2024

Sorry, forgot to attach the model. It has been trained with the (default) parameters suggested in your detailed tutorial.

model_dump.dill.zip

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dpodvyaznikov avatar dpodvyaznikov commented on June 28, 2024

Hi, @leanderme !

Sorry for the long response.

I'd suggest to try running inference on the validation set of the same dataset you've trained the model on. Results should be reasonable - this way you'd verify that the model has converged to a reasonable state and the problem is probably in the data.

From what I can see in you screenshot, your data has a non-zero baseline and much higher amplitudes than in training data. It is possible that subtracting mean and scaling amplitudes may lead to better performance.

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dpodvyaznikov avatar dpodvyaznikov commented on June 28, 2024

I'll close this issue for now.

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