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.


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install.packages("modeval")

0.1.3 by Younggun You, 5 months ago


Browse source code at https://github.com/cran/modeval


Authors: Younggun You [cre], Eric Stickney [aut]


Documentation:   PDF Manual  


CC0 license


Imports mlbench, e1071, purrr, magrittr, ggplot2, ModelMetrics, dplyr, stringr, gridExtra, tibble, psych, utils, knitr, caret

Suggests testthat


See at CRAN