getNestedTuneResultsOptPathDf: Get the 'opt.path's from each tuning step from the outer...

In berndbischl/mlr: Machine Learning in R

Get the opt.paths from each tuning step from the outer resampling.

Description

After you resampled a tuning wrapper (see makeTuneWrapper) with resample(..., extract = getTuneResult) this helper returns a data.frame with with all opt.paths combined by rbind. An additional column iter indicates to what resampling iteration the row belongs.

Usage

getNestedTuneResultsOptPathDf(r, trafo = FALSE)

Arguments

r	(ResampleResult) The result of resampling of a tuning wrapper.
trafo	(logical(1)) Should the units of the hyperparameter path be converted to the transformed scale? This is only necessary when trafo was used to create the opt.paths. Note that opt.paths are always stored on the untransformed scale. Default is FALSE.

Value

(data.frame). See above.

See Also

Other tune: TuneControl, getNestedTuneResultsX(), getResamplingIndices(), getTuneResult(), makeModelMultiplexerParamSet(), makeModelMultiplexer(), makeTuneControlCMAES(), makeTuneControlDesign(), makeTuneControlGenSA(), makeTuneControlGrid(), makeTuneControlIrace(), makeTuneControlMBO(), makeTuneControlRandom(), makeTuneWrapper(), tuneParams(), tuneThreshold()

Examples

# see example of makeTuneWrapper

berndbischl/mlr documentation built on Aug. 15, 2024, 4:20 p.m.