emil: Evaluation of Modeling without Information Leakage

A toolbox for designing and evaluating predictive models with resampling methods. The aim of this package is to provide a simple and efficient general framework for working with any type of prediction problem, be it classification, regression or survival analysis, that is easy to extend and adapt to your specific setting. Some commonly used methods for classification, regression and survival analysis are included.

Version: 1.1-6
Suggests: caret, cmprsk, glmnet, Hmisc, MASS, party, pamr, randomForest, RColorBrewer, survival, testthat (≥ 0.8.1)
Published: 2014-08-01
Author: Christofer Backlin, Mats Gustafsson
Maintainer: Christofer Backlin <christofer.backlin at medsci.uu.se>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: emil citation info
CRAN checks: emil results

Downloads:

Reference manual: emil.pdf
Package source: emil_1.1-6.tar.gz
Windows binaries: r-devel: emil_1.1-6.zip, r-release: emil_1.1-6.zip, r-oldrel: emil_1.1-6.zip
OS X Snow Leopard binaries: r-release: emil_1.1-6.tgz, r-oldrel: emil_1.1-6.tgz
OS X Mavericks binaries: r-release: emil_1.1-6.tgz
Old sources: emil archive