deu30303 / RUC

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tabular data/ noisy instances #14

Closed nazaretl closed 2 years ago

nazaretl commented 2 years ago

Hi, thanks for sharing your implementation. I have two questions about it:

  1. Does it also work on tabular data?
  2. Is it possible to identify the noisy instances (return the noisy IDs or the clean set).

Thanks!

deu30303 commented 2 years ago

Hi, thank you for your interest in our work!

  1. Since our model targets the vision data set, I cannot guarantee that it will work well in the tablet data set. You have to replace each component to be applicable to the tabular data.
  2. You can get a noisy or clean instances idx from sampling function (ex, extract_hybrid, extract_metric, extract_confidence)

Thank you again for your interest.

nazaretl commented 2 years ago

many thanks!