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Implementation of "wrapper" methods #24

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pat-s opened this issue Jun 6, 2019 · 2 comments
Closed
4 tasks

Implementation of "wrapper" methods #24

pat-s opened this issue Jun 6, 2019 · 2 comments

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@pat-s
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pat-s commented Jun 6, 2019

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
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pat-s commented Jun 7, 2019

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
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mllg commented Jul 29, 2019

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

@mllg mllg closed this as completed Jul 29, 2019
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