Retrieve the Paramater Configurations for the given ids from the mlrHyperopt servers.

downloadParConfigs(ids = NULL, learner.class = NULL,
  learner.name = NULL, custom.query = NULL)

Arguments

ids

[character]
One ore more unique identifiers of the Parameter Set

learner.class

[character(1)]
The learner.class you want to download the Parameter Configrations for.

learner.name

[character(1)]
The learner.name you want to download the Parameter Configrations for.

custom.query

[list(2)]
List of the form list(key = "key", value = "value") for custom queries.

Value

[List of ParConfigs]

Examples

par.configs = downloadParConfigs(learner.name = "svm") print(par.configs)
#> [[1]] #> Parameter Configuration #> Parameter Values: cachesize=100, tolerance=0.01 #> Associated Learner: classif.svm #> Parameter Set: #> Type len Def Constr Req Tunable Trafo #> cost numeric - - 0 to 15 - TRUE - #> degree integer - 3 1 to Inf Y TRUE - #> gamma numeric - - -5 to 5 - TRUE Y #> kernel discrete - - polynomial,radial - TRUE - #> #> [[2]] #> Parameter Configuration #> Parameter Values: list() #> Associated Learner: svm #> Parameter Set: #> Type len Def Constr Req Tunable Trafo #> cost numeric - 0 -15 to 15 - TRUE Y #> gamma numeric - log2(1/p) -15 to 15 - TRUE Y #> #> [[3]] #> Parameter Configuration #> Parameter Values: list() #> Associated Learner: classif.svm #> Note: From github.com/ja-thomas/OMLbots #> Parameter Set: #> Type len Def Constr Req Tunable Trafo #> cost numeric - - -10 to 10 - TRUE Y #> degree integer - - 2 to 5 Y TRUE - #> gamma numeric - - -10 to 10 Y TRUE Y #> kernel discrete - - linear,polynomial,radial - TRUE - #> #> [[4]] #> Parameter Configuration #> Parameter Values: kernel=radial #> Associated Learner: svm #> Note: Based on the practical guide to SVM: https://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf #> Parameter Set: #> Type len Def Constr Req Tunable Trafo #> cost numeric - - -5 to 15 - TRUE Y #> gamma numeric - - -15 to 3 Y TRUE Y #> #> [[5]] #> Parameter Configuration #> Parameter Values: kernel=radial #> Associated Learner: svm #> Note: Based on the practical guide to SVM: https://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf #> Parameter Set: #> Type len Def Constr Req Tunable Trafo #> cost numeric - - -5 to 15 - TRUE Y #> gamma numeric - - -15 to 3 - TRUE Y #> #> [[6]] #> Parameter Configuration #> Parameter Values: kernel=rbfdot #> Associated Learner: svm #> Note: Based on the practical guide to SVM: https://www.csie.ntu.edu.tw/~cjlin/papers/guide/guide.pdf #> Parameter Set: #> Type len Def Constr Req Tunable Trafo #> C numeric - - -5 to 15 - TRUE Y #> sigma numeric - - -15 to 3 - TRUE Y #>