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Train the model on new features #22

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oliche opened this issue Dec 2, 2024 · 0 comments
Open
1 of 3 tasks

Train the model on new features #22

oliche opened this issue Dec 2, 2024 · 0 comments

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@oliche
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oliche commented Dec 2, 2024

Implementing validation, we discovered that some snippets would yield empty waveforms features.
THe dataset could be augmented doing interpolation

  • interpolate waveform features spatially. Use an edge preserving filter if necessary.
  • unbalanced classes handling
  • train model to learn the region transitions
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