Add_Stats |
Adds decision statistics to a dataframe containing hr, cr, mi and fa |
apply.tree |
Applies a fast-and-frugal tree to a dataset and generates several accuracy statistics |
blood |
Blood donation dataset |
breastcancer |
Dataset: Physiological dataset for 699 patients tested for breast cancer. |
car |
Car acceptability data |
classtable |
Calculates several classification statistics from binary prediction and criterion (e.g.; truth) vectors |
comp.pred |
Wrapper for classfication algorithms |
contraceptive |
Contraceptive use data |
creditapproval |
Credit approval data |
cuerank |
Calculates thresholds that maximize a statistic (goal) for cues. |
factclean |
Does miscellaneous cleaning of prediction datasets |
fan.algorithm |
Grows fast-and-frugal trees using the fan algorithm |
fertility |
Fertility data set |
FFForest |
Creates a forest of fast and frugal decision trees |
FFTrees |
Creates a fast-and-frugal trees (FFTrees) object. |
FFTrees.guide |
Opens the FFTrees package guide |
forestfires |
forestfires |
grow.FFTrees |
Grows fast-and-frugal trees using an algorithm specified by 'algorithm'. |
heart.cost |
Cue costs for the heartdisease dataa |
heart.fff |
An FFForest object trained on the heartdisease dataset. |
heart.test |
Heartdisease testing dataset |
heart.train |
Heartdisease training dataset. |
heartdisease |
Heart disease dataset |
heuristic.algorithm |
Heuristic algorithms for building FFTs originally developed by Martignon, Katsikopoulos & Woike (2008) |
inwords |
Describes an FFT in words |
iris.v |
Iris data set |
mushrooms |
Mushrooms dataset |
plot.FFForest |
Creates a network plot. Code taken from Dirk Wulff (www.dirkwulff.org) |
plot.FFTrees |
Plots an FFTrees object. |
predict.FFForest |
Predict outcoms from a test dataset using an FFForest object |
predict.FFTrees |
Predict classifications from newdata using an FFTrees object |
print.FFForest |
Prints summary information from an FFForest x |
print.FFTrees |
Prints summary information from an FFTrees object |
showcues |
Visualizes cue accuracies from an FFTrees object in a ROC space |
sonar |
Sonar data set |
summary.FFTrees |
Returns summary information about an FFTrees object |
threshold_factor_grid |
Performs a grid search over factor and returns accuracy statistics for a given factor cue |
threshold_numeric_grid |
Performs a grid search over thresholds and returns accuracy statistics for a given numeric cue |
titanic |
Titanic dataset |
updateHistory |
Update the history of decisions from trees in an FFTrees object |
voting |
Voting data set |
wine |
Wine tasting dataset |
wordstoFFT |
Converts text describing an FFT into an FFT definition. |