SOIL: Sparsity Oriented Importance Learning
Version 1.0

Sparsity Oriented Importance Learning (SOIL) provides an objective and informative profile of variable importances for high dimensional regression and classification models.

AuthorChenglong Ye <yexxx323@umn.edu>, Yi Yang <yi.yang6@mcgill.ca>, Yuhong Yang <yyang@stat.umn.edu>
Date of publication2016-07-07 23:52:14
MaintainerYi Yang <yi.yang6@mcgill.ca>
LicenseGPL-2
Version1.0
URL https://github.com/emeryyi/SOIL
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("SOIL")

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SOIL: Sparsity Oriented Importance Learning (SOIL)
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Man pages

SOIL: Sparsity Oriented Importance Learning (SOIL)

Functions

SOIL Man page Source code
binomialfit Source code
ck_compute Source code
gaussianfit Source code
logitARM Source code
logitIC Source code
lsARM Source code
lsIC Source code

Files

NAMESPACE
R
R/logitIC.R
R/lsIC.R
R/lsARM.R
R/logitARM.R
R/tools.R
R/binomialfit.R
R/gaussianfit.R
R/SOIL.R
MD5
DESCRIPTION
ChangeLog
man
man/SOIL.Rd
SOIL documentation built on May 19, 2017, 11:53 p.m.

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