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Is your feature request related to a problem? Please describe.
Univariate and Random Forest feature selection both rely on python.
Describe the solution you'd like
It would be good to add a basic univariate selection method in R that does not require python. Some model algorithms (like EXPLORE) require a pre-variable selection step to make it computationally feasible but don't require python to train the model. Hence, it is simpler and more user friendly to have these functions in R as there is quite a start up cost to using a python environment.
Is your feature request related to a problem? Please describe.
Univariate and Random Forest feature selection both rely on python.
Describe the solution you'd like
It would be good to add a basic univariate selection method in R that does not require python. Some model algorithms (like EXPLORE) require a pre-variable selection step to make it computationally feasible but don't require python to train the model. Hence, it is simpler and more user friendly to have these functions in R as there is quite a start up cost to using a python environment.
Describe alternatives you've considered
Additional context
There is preliminary work in a branch @mi-erasmusmc/variable_selection
@egillax @rossdwilliams
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