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.

Package details

AuthorYounggun You [cre], Eric Stickney [aut]
MaintainerYounggun You <>
Package repositoryView on CRAN
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modeval documentation built on May 29, 2017, 10:54 a.m.