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Improve quality of Data Programming model #11

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ShaswatLenka opened this issue Jan 20, 2020 · 1 comment
Open

Improve quality of Data Programming model #11

ShaswatLenka opened this issue Jan 20, 2020 · 1 comment
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@ShaswatLenka @abhijeet2298 @Debanitrkl
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archived old issue and is out of context of the current development wontfix This will not be worked on

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@ShaswatLenka
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I have written a very basic Data Programming model for labeling the twitter dataset of adrmine. This currently is a "bad model" with an accuracy of 40% and biased to a single class in our binary classification among 0 and 1. This may have arisen due to a lot of reasons including -

  1. Quality of LFs(Labelling Functions).
  2. Coverage of quality LFs.
  3. Choice of ML model.
    I am self assigning this issue currently. But it would be great to have you work on this.
@ShaswatLenka ShaswatLenka added enhancement New feature or request help wanted Extra attention is needed good first issue Good for newcomers labels Jan 20, 2020
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https://scispacy.apps.allenai.org/
check this: If we could get some help

@ShaswatLenka ShaswatLenka added archived old issue and is out of context of the current development wontfix This will not be worked on and removed enhancement New feature or request good first issue Good for newcomers help wanted Extra attention is needed labels Sep 12, 2020
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@ShaswatLenka ShaswatLenka

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@Debanitrkl Debanitrkl

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archived old issue and is out of context of the current development wontfix This will not be worked on
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@ShaswatLenka @abhijeet2298 @Debanitrkl