EFS: Tool for Ensemble Feature Selection
Provides a function to check the
importance of a feature based on a dependent classification
variable. An ensemble of feature selection methods
is used to determine the normalized importance value of
all features. Combining these methods in one function
(building the cumulative importance values) provides a
stable feature selection tool. This selection
can also be viewed in a barplot using the barplot_fs() function
and proved using the evaluation function efs_eval().
| Version: |
1.0.3 |
| Imports: |
party, pROC, randomForest, ROCR, grDevices, graphics, stats, utils |
| Published: |
2017-07-24 |
| Author: |
Nikita Genze, Ursula Neumann |
| Maintainer: |
Ursula Neumann <u.neumann at wz-straubing.de> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| CRAN checks: |
EFS results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=EFS
to link to this page.