Customized preprocessing wrapper. wrappers around makePreprocWrapper: Univariate only; Univariate + Cluster

Customized preprocessing wrapper. wrappers around makePreprocWrapper: Univariate only; Univariate + Cluster

Fun_lrn_univ_only_makePrep_MaG(learner, train_F, Predict_F,
  param.Univ.filt.top.n.features, parame.gene.or.module,
  param.LASSO.n.features.arbitrary)

Fun_lrn_univ_Clusters_All_makePrep_MaG(learner, train_F, Predict_F,
  param.Univ.filt.top.n.features, param.UnivClustRankTopN,
  param.cluster_method_KH, param.corrplot.n.clusters.k,
  param.corrplot.n.clusters.h, parame.gene.or.module,
  param.LASSO.n.features.arbitrary, param.assay.type.vec)

Arguments

learner	A learner
train_F	train_F
Predict_F	Predict_F
param.Univ.filt.top.n.features	param.Univ.filt.top.n.features
parame.gene.or.module	parame.gene.or.module
param.LASSO.n.features.arbitrary	param.LASSO.n.features.arbitrary
param.UnivClustRankTopN	param.UnivClustRankTopN
param.cluster_method_KH	param.cluster_method_KH
param.corrplot.n.clusters.k	param.corrplot.n.clusters.k
param.corrplot.n.clusters.h	param.corrplot.n.clusters.h
param.assay.type.vec	param.assay.type.vec
parame.gene.or.module	parame.gene.or.module
param.LASSO.n.features.arbitrary	param.LASSO.n.features.arbitrary

Value

learner custom preprocessing wrapper with makePreprocWrapper() of class 'PreprocWrapper'

Details

TBA

References

https://pat-s.github.io/mlr/articles/tutorial/devel/preproc.html#creating-the-preprocessing-wrapper

Examples

My_learner<-lrn
#> Error in eval(expr, envir, enclos): object 'lrn' not found
F_PreProc_1_Univ_Only_Train_MaG<-A
#> Error in eval(expr, envir, enclos): object 'A' not found
F_PreProc_3_UnivClust_Train_MaG<-B
#> Error in eval(expr, envir, enclos): object 'B' not found
Fun_lrn_univ_only_makePrep_MaG(        learner = My_learner, train_F = F_PreProc_1_Univ_Only_Train_MaG, Predict_F = F_PreProc13_BOTH_Predict_MaG, param.Univ.filt.top.n.features = 10, parame.gene.or.module = 'gene', param.LASSO.n.features.arbitrary = '5')
#> Error in checkLearner(learner): object 'My_learner' not found
Fun_lrn_univ_Clusters_All_makePrep_MaG(learner = My_learner, train_F = F_PreProc_3_UnivClust_Train_MaG, Predict_F = F_PreProc13_BOTH_Predict_MaG, param.Univ.filt.top.n.features, param.UnivClustRankTopN, param.cluster_method_KH, param.corrplot.n.clusters.k, param.corrplot.n.clusters.h, parame.gene.or.module, param.LASSO.n.features.arbitrary, param.assay.type.vec)
#> Error in checkLearner(learner): object 'My_learner' not found