SuperLearner

Super Learner Prediction

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

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Description file content

Package
SuperLearner
Type
Package
Title
Super Learner Prediction
Version
2.0-24
Date
2018-08-10
Maintainer
Eric Polley
Description
Implements the super learner prediction method and contains a library of prediction algorithms to be used in the super learner.
License
GPL-3
URL
Depends
R (>= 2.14.0), nnls
Imports
cvAUC
Suggests
arm, bartMachine, biglasso, bigmemory, caret, class, dbarts, devtools, e1071, earth, extraTrees, gam (>= 1.15), gbm, genefilter, ggplot2, glmnet, ipred, KernelKnn, kernlab, knitr, lattice, LogicReg, MASS, mlbench, nloptr, nnet, party, polspline, prettydoc, quadprog, randomForest, ranger, RhpcBLASctl, ROCR, rmarkdown, rpart, SIS, speedglm, spls, sva, testthat, xgboost (>= 0.6)
LazyLoad
yes
VignetteBuilder
knitr
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2018-08-10 17:54:54 UTC; mri5365
Author
Eric Polley [aut, cre], Erin LeDell [aut], Chris Kennedy [aut], Sam Lendle [ctb], Mark van der Laan [aut, ths]
Repository
CRAN
Date/Publication
2018-08-11 05:30:03 UTC

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