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... |
| 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 |
| factclean | Does miscellaneous cleaning of prediction datasets |
| fertility | Fertility data set |
| FFTrees | Creates a fast-and-frugal trees (FFTrees) object. |
| fftrees_apply | Applies a fast-and-frugal tree to a dataset and generates... |
| fftrees_create | Create an FFTrees object |
| fftrees_cuerank | Calculates thresholds that maximize a statistic (goal) for... |
| fftrees_define | Create definitions of FFTrees |
| fftrees_ffttowords | Describes an FFT in words |
| fftrees_fitcomp | Fit competitive algorithms |
| fftrees_grow_fan | Grows fast-and-frugal trees using the fan algorithm |
| FFTrees.guide | Opens the FFTrees package guide |
| fftrees_ranktrees | Rank trees by goal |
| fftrees_threshold_factor_grid | Performs a grid search over factor and returns accuracy... |
| fftrees_threshold_numeric_grid | Performs a grid search over thresholds and returns accuracy... |
| fftrees_wordstofftrees | Converts text describing an FFT into an FFT definition. |
| forestfires | forestfires |
| heart.cost | Cue costs for the heartdisease dataa |
| heartdisease | Heart disease dataset |
| heart.test | Heartdisease testing dataset |
| heart.train | Heartdisease training dataset. |
| inwords | Display a verbal description of a tree in an FFTrees object |
| iris.v | Iris data set |
| mushrooms | Mushrooms dataset |
| plot.FFTrees | Plots an FFTrees object. |
| predict.FFTrees | Predict classifications from newdata using an FFTrees object |
| 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 x |
| titanic | Titanic dataset |
| voting | Voting data set |
| wine | Wine tasting dataset |
