modeval: Evaluation of Classification Model Options

Designed to assist novice to intermediate analysts in choosing an optimal classification model, particularly for working with relatively small data sets. It provides cross-validated results comparing several different models at once using a consistent set of performance metrics, so users can hone in on the most promising approach rather than attempting single model fittings at a time. The package predefined 12 most common classification models, although users are free to select from the 200+ other options available in caret package.

Version: 0.1.3
Imports: mlbench, e1071, purrr, magrittr, ggplot2, ModelMetrics, dplyr, stringr, gridExtra, tibble, psych, utils, knitr, caret
Suggests: testthat
Published: 2017-04-11
Author: Younggun You [cre], Eric Stickney [aut]
Maintainer: Younggun You <younggun at stanford.edu>
License: CC0
NeedsCompilation: no
CRAN checks: modeval results

Downloads:

Reference manual: modeval.pdf
Vignettes: An introduction to the modeval package
Package source: modeval_0.1.3.tar.gz
Windows binaries: r-devel: modeval_0.1.3.zip, r-release: modeval_0.1.3.zip, r-oldrel: modeval_0.1.3.zip
OS X El Capitan binaries: r-release: modeval_0.1.3.tgz
OS X Mavericks binaries: r-oldrel: modeval_0.1.3.tgz
Old sources: modeval archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=modeval to link to this page.