mlr (version 2.13)

getNestedTuneResultsX: Get the tuned hyperparameter settings from a nested tuning.

Description

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

# NOT RUN {
# see example of makeTuneWrapper
# }