Implementation of "wrapper" methods

mlr-org / mlr3filters

Filter-based feature selection for mlr3

https://mlr3filters.mlr-org.com

GNU Lesser General Public License v3.0

20 stars 8 forks source link

Implementation of "wrapper" methods #24

Closed pat-s closed 5 years ago

pat-s commented 5 years ago

Sticking closely to the implementation in mlr3tuning.

Methods

Ported from what we have in mlr.

[ ] Exhaustive search makeFeatSelControlExhaustive
[ ] Genetic algorithm makeFeatSelControlGA
[ ] Random search makeFeatSelControlRandom
[ ] Deterministic forward or backward search makeFeatSelControlSequential

cross-ref #2

pat-s commented 5 years ago

mlr3tuning uses the AutoTuner class as a wrapper for automated tuning in nested resampling. We should also implement the wrapper methods in a class AutoSelect (or a similar name) to stay consistent.

mllg commented 5 years ago

AFAICT all methods are implemented (not reviewed though) in mlr3fswrap. Closing here.