msaenet: Multi-Step Adaptive Elastic-Net

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Multi-step adaptive elastic-net (MSAENet) algorithm for feature selection in high-dimensional regressions.

Author
Nan Xiao <me@nanx.me>
Date of publication
2016-09-20 09:21:35
Maintainer
Nan Xiao <me@nanx.me>
License
GPL
Version
1.0
URLs

View on CRAN

Man pages

aenet
Adaptive Elastic-Net
msaenet
Multi-Step Adaptive Elastic-Net
msaenet.fp
Get the Number of False Positive Selections
msaenet.mae
Mean Absolute Error (MAE)
msaenet.nzv
Get Indices of Non-Zero Variables
msaenet-package
Multi-Step Adaptive Elastic-Net
msaenet.rmse
Root Mean Squared Error (RMSE)
msaenet.rmsle
Root Mean Squared Logarithmic Error (RMSLE)
msaenet.sim.gaussian
Generate Simulation Data (Gaussian Case)
msaenet.tp
Get the Number of True Positive Selections
msaenet.tune.glmnet.alpha
Automatic alpha tuning by k-fold cross-validation
plot.msaenet
Plot AENet/MSAENet Model Objects
predict.msaenet
Make Predictions from an AENet/MSAENet Model
print.msaenet
Print AENet/MSAENet Model Information

Files in this package

msaenet
msaenet/TODO
msaenet/inst
msaenet/inst/CITATION
msaenet/inst/doc
msaenet/inst/doc/msaenet.Rmd
msaenet/inst/doc/msaenet.html
msaenet/inst/doc/msaenet.R
msaenet/NAMESPACE
msaenet/NEWS.md
msaenet/R
msaenet/R/aenet.R
msaenet/R/plot.msaenet.R
msaenet/R/msaenet.sim.R
msaenet/R/print.msaenet.R
msaenet/R/msaenet-package.R
msaenet/R/msaenet.tune.R
msaenet/R/msaenet.misc.R
msaenet/R/predict.msaenet.R
msaenet/R/msaenet.eval.R
msaenet/R/msaenet.R
msaenet/vignettes
msaenet/vignettes/header.html
msaenet/vignettes/msaenet.css
msaenet/vignettes/msaenet.Rmd
msaenet/vignettes/msaenet.bib
msaenet/README.md
msaenet/MD5
msaenet/build
msaenet/build/vignette.rds
msaenet/DESCRIPTION
msaenet/man
msaenet/man/msaenet.rmse.Rd
msaenet/man/msaenet.fp.Rd
msaenet/man/predict.msaenet.Rd
msaenet/man/plot.msaenet.Rd
msaenet/man/msaenet.rmsle.Rd
msaenet/man/msaenet.mae.Rd
msaenet/man/msaenet.sim.gaussian.Rd
msaenet/man/msaenet-package.Rd
msaenet/man/aenet.Rd
msaenet/man/print.msaenet.Rd
msaenet/man/msaenet.Rd
msaenet/man/msaenet.tp.Rd
msaenet/man/msaenet.tune.glmnet.alpha.Rd
msaenet/man/msaenet.nzv.Rd