Package: chemmodlab
Type: Package
Title: A Cheminformatics Modeling Laboratory for Fitting and Assessing
        Machine Learning Models
Version: 1.0.0
Date: 2017-04-21
Authors@R: c(
	person("Jacqueline", "Hughes-Oliver", email = "hughesol@ncsu.edu", role = c("aut")),
	person("Jeremy", "Ash", email = "jrash@ncsu.edu", role = c("aut", "cre")), 
	person("Atina", "Brooks", email = "atina.brooks@alumni.ncsu.edu", role = c("aut"))
	)
Description: Contains a set of methods for fitting models and methods for
    validating the resulting models. The statistical methodologies comprise
    a comprehensive collection of approaches whose validity and utility have
    been accepted by experts in the Cheminformatics field. As promising new
    methodologies emerge from the statistical and data-mining communities, they
    will be incorporated into the laboratory. These methods are aimed at discovering
    quantitative structure-activity relationships (QSARs). However, the user can
    directly input their own choices of descriptors and responses, so the capability
    for comparing models is effectively unlimited.
Depends: R (>= 3.1.1)
License: GPL-3
LazyData: TRUE
URL: https://github.com/jrash/ChemModLab
BugReports: https://github.com/jrash/ChemModLab/issues
Imports: class (>= 7.3.14), e1071 (>= 1.6.7), elasticnet (>= 1.1),
        foreach(>= 1.4.3), lars(>= 1.2), MASS(>= 7.3.45), nnet(>=
        7.3.12), pROC(>= 1.8), randomForest(>= 4.6.12), rpart(>=
        4.1.10), tree (>= 1.0.37), pls (>= 2.5.0), caret (>= 6.0-71),
        stats, graphics, grDevices, utils, datasets, methods
RoxygenNote: 5.0.1
NeedsCompilation: no
Packaged: 2017-04-21 20:23:07 UTC; Vestige
Author: Jacqueline Hughes-Oliver [aut],
    Jeremy Ash [aut, cre],
    Atina Brooks [aut]
Maintainer: Jeremy Ash <jrash@ncsu.edu>
Suggests: knitr, rmarkdown
Repository: CRAN
Date/Publication: 2017-04-21 23:23:34 UTC
