FeaLect

Package: FeaLect
Type: Package
Title: Scores Features for Feature Selection
Version: 1.10
Date: 2014-12-03
Author: Habil Zare
Maintainer: Habil Zare <zare@txstate.edu>
Depends: lars, rms
Description: For each feature, a score is computed that can be useful
for feature selection. Several random subsets are sampled from
the input data and for each random subset, various linear
models are fitted using lars method. A score is assigned to
each feature based on the tendency of LASSO in including that
feature in the models.Finally, the average score and the models
are returned as the output. The features with relatively low
scores are recommended to be ignored because they can lead to
overfitting of the model to the training data. Moreover, for
each random subset, the best set of features in terms of global
error is returned. They are useful for applying Bolasso, the
alternative feature selection method that recommends the
intersection of features subsets.
License: GPL (>= 2)
LazyLoad: yes
Repository: CRAN
Date/Publication: 2015-05-13 00:55:14
Packaged: 2015-05-12 17:36:25 UTC; habil
NeedsCompilation: no

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'FeaLect' ...
** package 'FeaLect' successfully unpacked and MD5 sums checked
** R
** data
** inst
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'FeaLect'
    finding HTML links ... done
    FeaLect-package                         html  
    FeaLect                                 html  
    compute.balanced                        html  
    compute.logistic.score                  html  
    doctor.validate                         html  
    ignore.redundant                        html  
    input.check.FeaLect                     html  
    mcl_sll                                 html  
    random.subset                           html  
    train.doctor                            html  
** building package indices
** installing vignettes
** testing if installed package can be loaded
* DONE (FeaLect)
Making 'packages.html' ... done