Generate, Visualise, and Compare Fast and Frugal Decision Trees


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Documentation for package ‘FFTrees’ version 1.1.3

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auc Calculates AUC (Area under the Curve)
bank A bank marketing dataset
blood Blood donation dataset
breastcancer Dataset: Physiological dataset for 699 patients tested for breast cancer.
car Car acceptability data
cart.pred Calculates predictions from CART
classtable Calculates classification statistics from binary prediction and truth vectors
contraceptive Contraceptive use data
creditapproval Credit approval data
cuerank Calculate the accuracy of all cues in a dataframe
factclean Does miscellaneous cleaning of prediction datasets
fertility Fertility data set
fft Create Fast and Frugal Trees (FFTrees).
FFTrees.guide Opens the FFTrees package guide
forestfires forestfires
grow.ffts Grows fast and frugal trees
heartdisease Heart disease dataset
income Income dataset
iris Iris data set
lr.pred Calculates predictions from logistic regression
mushrooms Mushrooms dataset
plot.fft Draws (and creates) a FFT.
predict.fft Applies an existing fft to a new dataset
print.fft Draws (and creates) a FFT.
showcues Visualizes cue accuracies in a ROC space
sonar Sonar data set
summary.fft Returns a summary of an fft object
titanic Titanic dataset
transparent Makes transparent colors
voting Voting data set
wine Wine tasting dataset