Package: CaseBasedReasoning
Type: Package
Title: Case-Based Reasoning
Version: 0.1
Date: 2018-06-06
Author: Dr. Simon Mueller <simon.mueller@muon-stat.com>, PD Dr. Juergen Dippon <juergen.dippon@mathematik.uni-stuttgart.de>
Maintainer: Dr. Simon Mueller <simon.mueller@muon-stat.com>
Description: Given a large set of problems and their individual solutions case based reasoning seeks to solve a new problem by referring to the solution of that problem which is "most similar" to the new problem. Crucial in case based reasoning is the decision which problem "most closely" matches a given new problem. The basic idea is to define a family of distance functions and to use these distance functions as parameters of local averaging regression estimates of the final result. Then that distance function is chosen for which the resulting estimate is optimal with respect to a certain error measure used in regression estimation. The idea is based on: Dippon J. et al. (2002) <DOI:10.1016/S0167-9473(02)00058-0>. 
BugReports: https://github.com/sipemu/case-based-reasoning/issues
License: AGPL
LazyData: TRUE
NeedsCompilation: yes
Imports: R6, ranger, survival, tidyverse, cowplot, dplyr, data.table,
        magrittr, rms, Rcpp, RcppParallel
Suggests: testthat, knitr, rmarkdown, RcppArmadillo
LinkingTo: Rcpp, RcppArmadillo, RcppParallel
SystemRequirements: C++11
LazyLoad: yes
ByteCompile: yes
VignetteBuilder: knitr
RoxygenNote: 6.0.1
Packaged: 2018-06-10 19:57:26 UTC; info
Repository: CRAN
Date/Publication: 2018-06-12 10:34:11 UTC
Built: R 3.4.4; x86_64-w64-mingw32; 2019-04-25 23:14:38 UTC; windows
Archs: i386, x64
