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fft
Fast and Frugal Trees
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Install
install.packages('FFTrees')
Monthly Downloads
444
Version
1.1.3
License
CC0
Maintainer
Nathaniel Phillips
Last Published
August 16th, 2016
Functions in FFTrees (1.1.3)
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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