Package: mosmafs
Title: Multi-Objective Simultaneous Model and Feature Selection
Description: Performs simultaneous hyperparameter tuning and
  feature selection through both single-objective and multi-objective
  optimization as described in Binder, Moosbauer et al. (2019) <arXiv:1912.12912>.
  Uses the 'ecr'-package as basis but adds mixed integer
  evolutionary strategies and multi-fidelity functionality as well as operators
  specific for the problem of feature selection.
Authors@R: c(
  person("Martin", "Binder", email = "developer.mb706@mb706.com", role = c("aut", "cre")),
  person("Susanne", "Dandl", email = "dandl.susanne@googlemail.com", role = "aut"),
  person("Julia", "Moosbauer", email = "ju.moosbauer@googlemail.com", role = "aut"))
URL: https://github.com/compstat-lmu/mosmafs
BugReports: https://github.com/compstat-lmu/mosmafs/issues
License: MIT + file LICENSE
Encoding: UTF-8
ByteCompile: yes
Version: 0.1.2
VignetteBuilder: knitr
Depends: ecr (>= 2.1.0)
Imports: BBmisc, checkmate (>= 1.9.0), ParamHelpers, MASS, smoof,
        mlrCPO (>= 0.3.4), mlr, parallelMap
Suggests: knitr, ggplot2, magrittr, testthat, rpart, parallel, praznik,
        mlrMBO, emoa, DiceKriging, rgenoud, randomForest, digest
RoxygenNote: 7.0.2
Collate: 'customnsga2.R' 'datagen.R' 'ecrshims.R' 'evalmosmafs.R'
        'filtermat.R' 'objective.R' 'utils.R' 'operators.R'
        'plotting.R' 'selectorcpo.R' 'terminators.R' 'zzz.R'
NeedsCompilation: no
Packaged: 2020-04-05 20:51:06 UTC; user
Author: Martin Binder [aut, cre],
  Susanne Dandl [aut],
  Julia Moosbauer [aut]
Maintainer: Martin Binder <developer.mb706@mb706.com>
Repository: CRAN
Date/Publication: 2020-04-05 21:40:03 UTC
