Implements various heuristics like Take The Best and unit-weight linear, which do two-alternative choice: which of two objects will have a higher criterion? Also offers functions to assess performance, e.g. percent correct across all row pairs in a data set and finding row pairs where models disagree. New models can be added by implementing a fit and predict function– see vignette. Take The Best was first described in: Gigerenzer, G. & Goldstein, D. G. (1996) <doi:10.1037/0033-295X.103.4.650>. All of these heuristics were run on many data sets and analyzed in: Gigerenzer, G., Todd, P. M., & the ABC Group (1999). <ISBN:978-0195143812>.
Version: | 1.0.3 |
Depends: | R (≥ 3.1.0) |
Imports: | Hmisc |
Suggests: | devtools, ggplot2, glmnet, knitr, plyr, reshape, reshape2, rmarkdown, testthat |
Published: | 2021-09-08 |
DOI: | 10.32614/CRAN.package.heuristica |
Author: | Jean Whitmore [aut, cre], Daniel Barkoczi [aut] |
Maintainer: | Jean Whitmore <jeanimal at gmail.com> |
BugReports: | https://github.com/jeanimal/heuristica/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/jeanimal/heuristica |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | heuristica results |
Reference manual: | heuristica.pdf |
Vignettes: |
README Confusion Matrix Comparing performance of simple heuristics How to make your own heuristic Reproducing Results |
Package source: | heuristica_1.0.3.tar.gz |
Windows binaries: | r-devel: heuristica_1.0.3.zip, r-release: heuristica_1.0.3.zip, r-oldrel: heuristica_1.0.3.zip |
macOS binaries: | r-release (arm64): heuristica_1.0.3.tgz, r-oldrel (arm64): heuristica_1.0.3.tgz, r-release (x86_64): heuristica_1.0.3.tgz, r-oldrel (x86_64): heuristica_1.0.3.tgz |
Old sources: | heuristica archive |
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