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fft

Fast and Frugal Trees

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Version

Install

install.packages('FFTrees')

Monthly Downloads

373

Version

1.1.3

License

CC0

Maintainer

Nathaniel Phillips

Last Published

August 16th, 2016

Functions in FFTrees (1.1.3)

classtable

Calculates classification statistics from binary prediction and truth vectors
forestfires

forestfires
lr.pred

Calculates predictions from logistic regression
FFTrees.guide

Opens the FFTrees package guide
heartdisease

Heart disease dataset
fft

Create Fast and Frugal Trees (FFTrees).
fertility

Fertility data set
iris

Iris data set
income

Income dataset
grow.ffts

Grows fast and frugal trees
factclean

Does miscellaneous cleaning of prediction datasets
print.fft

Draws (and creates) a FFT.
predict.fft

Applies an existing fft to a new dataset
summary.fft

Returns a summary of an fft object
showcues

Visualizes cue accuracies in a ROC space
sonar

Sonar data set
mushrooms

Mushrooms dataset
transparent

Makes transparent colors
titanic

Titanic dataset
plot.fft

Draws (and creates) a FFT.
voting

Voting data set
wine

Wine tasting dataset
bank

A bank marketing dataset
cuerank

Calculate the accuracy of all cues in a dataframe
car

Car acceptability data
auc

Calculates AUC (Area under the Curve)
cart.pred

Calculates predictions from CART
creditapproval

Credit approval data
breastcancer

Dataset: Physiological dataset for 699 patients tested for breast cancer.
contraceptive

Contraceptive use data
blood

Blood donation dataset