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Improve feature_selection module #1

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6 of 7 tasks
VicenteAR opened this issue Jan 11, 2022 · 0 comments
Open
6 of 7 tasks

Improve feature_selection module #1

VicenteAR opened this issue Jan 11, 2022 · 0 comments
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@VicenteAR
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VicenteAR commented Jan 11, 2022

Implement the following improvement to the feature selection modules:

  • Allow to disable model optimization
  • Use include models as a parameter instead of exclude
  • Add number_of_featues internal flag instead of type checking against int
  • Add Parameters for passed arguments to init`.
  • Remove ml_bets specific code and only pass a dataset and target parameter
  • Document parameters
  • name dataframe columns using snake_case conventions
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