Man pages for FFTrees
Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees

Add_StatsAdds decision statistics to a dataframe containing hr, cr, mi...
apply.treeApplies a fast-and-frugal tree to a dataset and generates...
bloodBlood donation dataset
breastcancerDataset: Physiological dataset for 699 patients tested for...
carCar acceptability data
classtableCalculates several classification statistics from binary...
comp.predWrapper for classfication algorithms
contraceptiveContraceptive use data
creditapprovalCredit approval data
cuerankCalculates thresholds that maximize a statistic (goal) for...
factcleanDoes miscellaneous cleaning of prediction datasets
fan.algorithmGrows fast-and-frugal trees using the fan algorithm
fertilityFertility data set
FFForestCreates a forest of fast and frugal decision trees
FFTreesCreates a fast-and-frugal trees (FFTrees) object.
FFTrees.guideOpens the FFTrees package guide
grow.FFTreesGrows fast-and-frugal trees using an algorithm specified by...
heart.costCue costs for the heartdisease dataa
heartdiseaseHeart disease dataset
heart.fffAn FFForest object trained on the heartdisease dataset.
heart.testHeartdisease testing dataset
heart.trainHeartdisease training dataset.
heuristic.algorithmHeuristic algorithms for building FFTs originally developed...
inwordsDescribes an FFT in words
iris.vIris data set
mushroomsMushrooms dataset
plot.FFForestCreates a network plot. Code taken from Dirk Wulff...
plot.FFTreesPlots an FFTrees object.
predict.FFForestPredict outcoms from a test dataset using an FFForest object
predict.FFTreesPredict classifications from newdata using an FFTrees object
print.FFForestPrints summary information from an FFForest x
print.FFTreesPrints summary information from an FFTrees object
showcuesVisualizes cue accuracies from an FFTrees object in a ROC...
sonarSonar data set
summary.FFTreesReturns summary information about an FFTrees object
threshold_factor_gridPerforms a grid search over factor and returns accuracy...
threshold_numeric_gridPerforms a grid search over thresholds and returns accuracy...
titanicTitanic dataset
updateHistoryUpdate the history of decisions from trees in an FFTrees...
votingVoting data set
wineWine tasting dataset
wordstoFFTConverts text describing an FFT into an FFT definition.
FFTrees documentation built on Sept. 21, 2018, 6:40 p.m.