SuperLearner

Super Learner Prediction

Implements the super learner prediction method and contains a library of prediction algorithms to be used in the super learner.

Tests Vignettes

Available Snapshots

This version of SuperLearner can be found in the following snapshots:

Dependencies

Imports/Depends/LinkingTo/Enhances (4)
  • R
  • nnls
  • gam >= 1.15
  • cvAUC
  • Suggests (35)
  • arm
  • bartMachine
  • biglasso
  • bigmemory
  • caret
  • devtools
  • e1071
  • earth
  • extraTrees
  • gbm
  • genefilter
  • ggplot2
  • glmnet
  • ipred
  • KernelKnn
  • kernlab
  • knitr
  • LogicReg
  • mlbench
  • nloptr
  • party
  • polspline
  • prettydoc
  • quadprog
  • randomForest
  • ranger
  • RhpcBLASctl
  • ROCR
  • rmarkdown
  • SIS
  • speedglm
  • spls
  • sva
  • testthat
  • xgboost >= 0.6
  • Version History