Small helper function that can save some typing when creating mutiple learner objects. Calls makeLearner multiple times internally.
makeLearners(cls, ids = NULL, type = NULL, ...)
cls | (character) |
---|---|
ids | (character) |
type | ( |
... | (any) |
(named list of Learner). Named by ids
.
Other learner:
LearnerProperties
,
getClassWeightParam()
,
getHyperPars()
,
getLearnerId()
,
getLearnerNote()
,
getLearnerPackages()
,
getLearnerParVals()
,
getLearnerParamSet()
,
getLearnerPredictType()
,
getLearnerShortName()
,
getLearnerType()
,
getParamSet()
,
helpLearnerParam()
,
helpLearner()
,
makeLearner()
,
removeHyperPars()
,
setHyperPars()
,
setId()
,
setLearnerId()
,
setPredictThreshold()
,
setPredictType()
#> $classif.rpart #> Learner classif.rpart from package rpart #> Type: classif #> Name: Decision Tree; Short name: rpart #> Class: classif.rpart #> Properties: twoclass,multiclass,missings,numerics,factors,ordered,prob,weights,featimp #> Predict-Type: prob #> Hyperparameters: xval=0 #> #> #> $classif.lda #> Learner classif.lda from package MASS #> Type: classif #> Name: Linear Discriminant Analysis; Short name: lda #> Class: classif.lda #> Properties: twoclass,multiclass,numerics,factors,prob #> Predict-Type: prob #> Hyperparameters: #> #>