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

Functions

auc Man page
bank Man page
blood Man page
breastcancer Man page
car Man page
cart.pred Man page
classtable Man page
contraceptive Man page
creditapproval Man page
cuerank Man page
factclean Man page
fertility Man page
fft Man page
FFTrees Man page
FFTrees.guide Man page
forestfires Man page
grow.FFTrees Man page
heartdisease Man page
income Man page
iris Man page
lr.pred Man page
mushrooms Man page
plot.FFTrees Man page
predict.FFTrees Man page
print.FFTrees Man page
showcues Man page
sonar Man page
summary.FFTrees Man page
titanic Man page
voting Man page
wine Man page

Files

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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