Contains several functions that allow you to create, visualise, and test Fast and Frugal Trees (FFTrees). FFTrees are very simple decision trees for classifying cases (i.e.; breast cancer patients) into one of two classes (e.g.; no cancer vs. true cancer) based on a small number of cues (e.g.; test results). FFTrees can be preferable to more complex algorithms (such as logistic regression) because they are easy to communicate and implement, and are robust against noisy data.
| Version: | 1.1.8 |
| Depends: | R (≥ 2.10) |
| Imports: | rpart, MASS, circlize, graphics |
| Suggests: | knitr, rmarkdown |
| Published: | 2016-10-08 |
| Author: | Nathaniel Phillips [aut, cre] |
| Maintainer: | Nathaniel Phillips <Nathaniel.D.Phillips.is at gmail.com> |
| BugReports: | https://github.com/ndphillips/FFTrees/issues |
| License: | CC0 |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | FFTrees results |
| Reference manual: | FFTrees.pdf |
| Vignettes: |
FFTrees Tree Construction Method Examples of FFTrees Creating FFTrees Visualizing FFTrees with plot() FFTrees package overview |
| Package source: | FFTrees_1.1.8.tar.gz |
| Windows binaries: | r-devel: FFTrees_1.1.8.zip, r-release: FFTrees_1.1.8.zip, r-oldrel: FFTrees_1.1.8.zip |
| OS X Mavericks binaries: | r-release: FFTrees_1.1.8.tgz, r-oldrel: FFTrees_1.1.8.tgz |
| Old sources: | FFTrees archive |
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