Get the tuned hyperparameter settings from a nested tuning.

After you resampled a tuning wrapper (see makeTuneWrapper) with resample(..., extract = getTuneResult) this helper returns a data.frame with the best found hyperparameter settings for each resampling iteration.

Usage

getNestedTuneResultsX(r)

Arguments

r

(ResampleResult)
The result of resampling of a tuning wrapper.

Value

(data.frame). One column for each tuned hyperparameter and one row for each outer resampling iteration.

See also

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

Examples

# see example of makeTuneWrapper