mlr (version 2.3)

setHyperPars: Set the hyperparameters of a learner object.

Description

Set the hyperparameters of a learner object.

Usage

setHyperPars(learner, ..., par.vals = list())

Value

[Learner].

See Also

Other learner: LearnerProperties, addProperties, hasProperties, removeProperties, setProperties; Learner, makeLearner; getHyperPars; getParamSet; removeHyperPars; setId; setPredictThreshold; setPredictType; showHyperPars

Examples

cl1 = makeLearner("classif.ksvm", sigma = 1)
cl2 = setHyperPars(cl1, sigma = 10, par.vals = list(C = 2))
print(cl1)
# note the now set and altered hyperparameters:
print(cl2)