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feat(modelling): enhance prediction task detection #51

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jfsantos-ds opened this issue Sep 24, 2021 · 0 comments
Open

feat(modelling): enhance prediction task detection #51

jfsantos-ds opened this issue Sep 24, 2021 · 0 comments
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good first issue Simpler picks for first contributions to the project stability Changes to improve robustness

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@jfsantos-ds
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Description of the feature

  • Enhance the prediction task detection
  • Leverage dtypes and other properties (if applicable)

Acceptance criterias (if applicable)

Given a categorical label with 2 or more unique values, classification task still correctly detected
Regression tasks correctly detected

Additional context

  • Based on the previous to do in get_prediction_task:

TODO: Improve prediction type guesstimate based on alternative heuristics (e.g. dtypes, value_counts)

@jfsantos-ds jfsantos-ds added good first issue Simpler picks for first contributions to the project stability Changes to improve robustness labels Sep 24, 2021
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Labels
good first issue Simpler picks for first contributions to the project stability Changes to improve robustness
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