FFTrees: Generate, Visualise, and Compare Fast and Frugal Decision Trees

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.

AuthorNathaniel Phillips [aut, cre]
Date of publication2016-10-08 21:53:23
MaintainerNathaniel Phillips <Nathaniel.D.Phillips.is@gmail.com>
LicenseCC0
Version1.1.8

View on CRAN

Files in this package

FFTrees
FFTrees/inst
FFTrees/inst/doc
FFTrees/inst/doc/FFTrees_function.Rmd
FFTrees/inst/doc/FFTrees_algorithm.R
FFTrees/inst/doc/FFTrees_plot.html
FFTrees/inst/doc/FFTrees_function.html
FFTrees/inst/doc/FFTrees_examples.R
FFTrees/inst/doc/FFTrees_function.R
FFTrees/inst/doc/FFTrees_algorithm.html
FFTrees/inst/doc/guide.Rmd
FFTrees/inst/doc/guide.R
FFTrees/inst/doc/guide.html
FFTrees/inst/doc/FFTrees_examples.Rmd
FFTrees/inst/doc/FFTrees_examples.html
FFTrees/inst/doc/FFTrees_plot.Rmd
FFTrees/inst/doc/FFTrees_algorithm.Rmd
FFTrees/inst/doc/FFTrees_plot.R
FFTrees/NAMESPACE
FFTrees/data
FFTrees/data/bank.RData
FFTrees/data/titanic.RData
FFTrees/data/sonar.RData
FFTrees/data/car.RData
FFTrees/data/creditapproval.RData
FFTrees/data/wine.RData
FFTrees/data/fertility.RData
FFTrees/data/voting.RData
FFTrees/data/forestfires.RData
FFTrees/data/mushrooms.RData
FFTrees/data/contraceptive.RData
FFTrees/data/blood.RData
FFTrees/data/heartdisease.RData
FFTrees/data/breastcancer.RData
FFTrees/data/iris.RData
FFTrees/data/income.RData
FFTrees/R
FFTrees/R/heartdisease_doc.R FFTrees/R/income_doc.R FFTrees/R/auc_function.R FFTrees/R/voting_doc.R FFTrees/R/summaryFFTrees_function.R FFTrees/R/forestfires_doc.R FFTrees/R/classtable_function.R FFTrees/R/breastcancer_doc.R FFTrees/R/showcues_function.R FFTrees/R/cuerank_function.R FFTrees/R/factclean_function.R FFTrees/R/fertility_doc.R FFTrees/R/predictFFTrees_function.R FFTrees/R/creditapproval_doc.R FFTrees/R/lrpred_function.R FFTrees/R/mushrooms_doc.R FFTrees/R/iris_doc.R FFTrees/R/FFTrees.R FFTrees/R/contraceptive_doc.R FFTrees/R/car_doc.R FFTrees/R/depreciated.R FFTrees/R/plotFFTrees_function.R FFTrees/R/sonar_doc.R FFTrees/R/helper.R FFTrees/R/cartpred_function.R FFTrees/R/bank_doc.R FFTrees/R/FFTreesguide_function.R FFTrees/R/wine_doc.R FFTrees/R/minorfunctions.R FFTrees/R/blood_doc.R FFTrees/R/titanic_doc.R FFTrees/R/growFFTrees_function.R FFTrees/R/printFFTrees_function.R FFTrees/R/zzz.R
FFTrees/vignettes
FFTrees/vignettes/FFTrees_function.Rmd
FFTrees/vignettes/fft.bib
FFTrees/vignettes/apa.csl
FFTrees/vignettes/guide.Rmd
FFTrees/vignettes/FFTrees_examples.Rmd
FFTrees/vignettes/FFTrees_plot.Rmd
FFTrees/vignettes/FFTrees_algorithm.Rmd
FFTrees/README.md
FFTrees/MD5
FFTrees/build
FFTrees/build/vignette.rds
FFTrees/DESCRIPTION
FFTrees/man
FFTrees/man/cart.pred.Rd FFTrees/man/iris.Rd FFTrees/man/wine.Rd FFTrees/man/heartdisease.Rd FFTrees/man/deprecated.Rd FFTrees/man/blood.Rd FFTrees/man/print.FFTrees.Rd FFTrees/man/predict.FFTrees.Rd FFTrees/man/summary.FFTrees.Rd FFTrees/man/FFTrees.Rd FFTrees/man/showcues.Rd FFTrees/man/auc.Rd FFTrees/man/mushrooms.Rd FFTrees/man/plot.FFTrees.Rd FFTrees/man/sonar.Rd FFTrees/man/voting.Rd FFTrees/man/forestfires.Rd FFTrees/man/cuerank.Rd FFTrees/man/lr.pred.Rd FFTrees/man/breastcancer.Rd FFTrees/man/car.Rd FFTrees/man/contraceptive.Rd FFTrees/man/grow.FFTrees.Rd FFTrees/man/factclean.Rd FFTrees/man/classtable.Rd FFTrees/man/bank.Rd FFTrees/man/FFTrees.guide.Rd FFTrees/man/creditapproval.Rd FFTrees/man/fertility.Rd FFTrees/man/income.Rd FFTrees/man/titanic.Rd

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