Man pages for FFTrees
Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees
| Add_Stats | Adds decision statistics to a dataframe containing hr, cr, mi... |
| apply.tree | Applies a fast-and-frugal tree to a dataset and generates... |
| blood | Blood donation dataset |
| breastcancer | Dataset: Physiological dataset for 699 patients tested for... |
| car | Car acceptability data |
| classtable | Calculates several classification statistics from binary... |
| comp.pred | Wrapper for classfication algorithms |
| contraceptive | Contraceptive use data |
| creditapproval | Credit approval data |
| cuerank | Calculates thresholds that maximize a statistic (goal) for... |
| 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... |
| heart.cost | Cue costs for the heartdisease dataa |
| heartdisease | Heart disease dataset |
| heart.fff | An FFForest object trained on the heartdisease dataset. |
| heart.test | Heartdisease testing dataset |
| heart.train | Heartdisease training dataset. |
| heuristic.algorithm | Heuristic algorithms for building FFTs originally developed... |
| 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... |
| 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... |
| 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... |
| threshold_numeric_grid | Performs a grid search over thresholds and returns accuracy... |
| titanic | Titanic dataset |
| updateHistory | Update the history of decisions from trees in an FFTrees... |
| voting | Voting data set |
| wine | Wine tasting dataset |
| wordstoFFT | Converts text describing an FFT into an FFT definition. |
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