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zoDMw@>~&=!l4v6u>Q*m{3_6#XpPF%KuNh(%OB@?9Zb(|RjDGw4Kov$oAN#yQT`NWcYLzV~H(7>2klXpgU$_33&Xf5B-jF z7NWCp4-`f(l~>HDlnAbgDlh!>;+<*O<4188Ed*|i%k;oKIX;s(S4AT_Jh{w_CkiK2 zYKCQVqPg;<3;7$K1dm^>I~$UBWUN+6v<8drE-e>bYxB8>DJVSWZirPLK9}+=g5OX^ zs0ZrT)&~%b^51Fj*wrJfFC&TRL4S(6#7OiIM0qN>z(c(5b7he0oPXh4DhG#Uyy|Q( z_@JBffNw;JbGSkg9MiMC3-psuj8Wt_Ys1|g7Ujxqj{Del1eL3;ts~pzEMOTe5p8f% z8G9^pGt>Vo1qcLU0KgTQ7j&_SYB3CXt5GP^mUQ01Pjk|SiWfC4S#PVCs5mjJo9ddX zRUP1IDIL{3X*cOk()>i3`T02Kp{GQUeo9elc=`ZZ0ur*+0n~lduzdxl2iGfb6@SD| zb6B~l>GB0AYVbu9hvC;tjJ Date: Wed, 28 Jan 2026 14:58:10 +0100 Subject: [PATCH 02/12] update and increment to devel version --- DESCRIPTION | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 14087e31..45ae541f 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,8 +1,8 @@ Package: FFTrees Type: Package Title: Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees -Version: 2.1.0 -Date: 2025-09-03 +Version: 2.1.0.9001 +Date: 2026-01-28 Authors@R: c(person("Nathaniel", "Phillips", role = c("aut"), email = "Nathaniel.D.Phillips.is@gmail.com", comment = c(ORCID = "0000-0002-8969-7013")), person("Hansjoerg", "Neth", role = c("aut", "cre"), email = "h.neth@uni.kn", comment = c(ORCID = "0000-0001-5427-3141")), person("Jan", "Woike", role = "aut", comment = c(ORCID = "0000-0002-6816-121X")), @@ -32,5 +32,5 @@ License: CC0 URL: https://CRAN.R-project.org/package=FFTrees, https://www.nathanieldphillips.co/FFTrees/ BugReports: https://github.com/ndphillips/FFTrees/issues VignetteBuilder: knitr -RoxygenNote: 7.3.2 +RoxygenNote: 7.3.3 Language: en-US From 8c65ca2b80197ba0f2f2b3edc330d45b60eb5f2b Mon Sep 17 00:00:00 2001 From: hneth Date: Tue, 31 Mar 2026 10:04:42 +0200 Subject: [PATCH 03/12] minor revision --- vignettes/FFTrees_mytree.Rmd | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/vignettes/FFTrees_mytree.Rmd b/vignettes/FFTrees_mytree.Rmd index a72e3ec2..9dbfc2e0 100644 --- a/vignettes/FFTrees_mytree.Rmd +++ b/vignettes/FFTrees_mytree.Rmd @@ -589,7 +589,7 @@ summary(y) # plot(y, tree = 1) ``` -Comparing the accuracy statistics of our new FFTs (in object\ `y`) to our original FFTs (in object\ `x`) shows that swapping the 2nd and 3rd cue had hardly an effect. +Comparing the accuracy statistics of our new FFTs (in object\ `y`) to our original FFTs (in object\ `x`) shows that swapping the 2nd and 3rd cues hardly had an\ effect. Upon reflection, this is not surprising: Most people are still classified into the same categories as before. However, if we were to evaluate the costs of classification (e.g., by considering the\ `pci` and\ `mcu` measures or the `cost` measures for cue usage), we could still detect differences between FFTs that show the same accuracy. @@ -598,7 +598,8 @@ However, if we were to evaluate the costs of classification (e.g., by considerin We just created a new `FFTrees` object\ `y` by using `FFTrees` object\ `x` for a set of customized FFTs defined by the `tree.definitions` argument. This circumvented the FFT building algorithms and used the provided FFT definitions instead. -Thus, the ordinary distinction between training and test data no longer applies in this context: As no model is being fitted here, both sets were used to evaluate the FFTs in `tree.definitions` on these data. +Thus, the ordinary distinction between training and test data no longer applies in this context: +As no model is being fitted here, both sets were used to evaluate (or "test") the FFTs in `tree.definitions` on these data. Acknowledging this, we may use the full dataset of `heartdisease`, rather than splitting it into two distinct subsets: From 9ee07d0451b45b2295c8361c33209a21d97fda3d Mon Sep 17 00:00:00 2001 From: hneth Date: Tue, 31 Mar 2026 10:06:11 +0200 Subject: [PATCH 04/12] update --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 45ae541f..44c13871 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -2,7 +2,7 @@ Package: FFTrees Type: Package Title: Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees Version: 2.1.0.9001 -Date: 2026-01-28 +Date: 2026-03-31 Authors@R: c(person("Nathaniel", "Phillips", role = c("aut"), email = "Nathaniel.D.Phillips.is@gmail.com", comment = c(ORCID = "0000-0002-8969-7013")), person("Hansjoerg", "Neth", role = c("aut", "cre"), email = "h.neth@uni.kn", comment = c(ORCID = "0000-0001-5427-3141")), person("Jan", "Woike", role = "aut", comment = c(ORCID = "0000-0002-6816-121X")), From 588c1680c9b739630af622fd272f27c3154b1c80 Mon Sep 17 00:00:00 2001 From: hneth Date: Tue, 28 Apr 2026 09:59:13 +0200 Subject: [PATCH 05/12] bug fix: typo in "viginica" --- vignettes/FFTrees_examples.Rmd | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/vignettes/FFTrees_examples.Rmd b/vignettes/FFTrees_examples.Rmd index af97ba52..03290a5e 100644 --- a/vignettes/FFTrees_examples.Rmd +++ b/vignettes/FFTrees_examples.Rmd @@ -164,20 +164,20 @@ knitr::include_graphics("virginica.jpg") ``` The `iris.v` dataset contains data about 150\ flowers (see `?iris.v`). -Our goal is to predict which flowers are of the class _Virginica_. -In this example, we'll create trees using the entire dataset (without splitting the available data into explicit training vs. test subsets), so that we are really fitting the data, rather than engaging in genuine prediction: +Our present goal is to predict which flowers are of the class _Virginica_. +In this example, we create trees using the entire dataset (without splitting the available data into explicit training vs. test subsets), so that we are really fitting the data, rather than engaging in prediction: ```{r iris-fft, message = FALSE, results = 'hide'} # Create FFTrees object for iris data: iris_fft <- FFTrees(formula = virginica ~., data = iris.v, - main = "Iris viginica", + main = "Iris virginica", decision.labels = c("Not-Vir", "Vir")) ``` -The **FFTrees** package provides various functions to inspect the `FFTrees` object `iris_fft`. +The **FFTrees** package provides various functions to inspect the `FFTrees` object\ `iris_fft`. For summary information on the best training tree, we can print the `FTrees` object (by evaluating `iris_fft` or `print(iris_fft)`). -Alternatively, we could visualize the tree (via `plot(iris_fft)`) or summarize the `FFTrees` object (via `summary(iris_fft)`): +Alternatively, we can visualize the tree (via `plot(iris_fft)`) or summarize the `FFTrees` object (via `summary(iris_fft)`): ```{r iris-fft-print, echo = TRUE, eval = FALSE, results = 'hide'} # Inspect resulting FFTs: @@ -198,7 +198,7 @@ We can plot the training cue accuracies during training by specifying `what = "c plot(iris_fft, what = "cues") ``` -It looks like the two cues\ `pet.len` and\ `pet.wid` are the best predictors for this dataset. +It looks like the two cues\ `pet.len` and\ `pet.wid` are the best predictors for this data. Based on this insight, we should expect the final trees will likely use one or both of these cues. From e1f7517de54710107b69490a2a9e26f2984eb523 Mon Sep 17 00:00:00 2001 From: hneth Date: Tue, 28 Apr 2026 10:02:02 +0200 Subject: [PATCH 06/12] update --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 44c13871..daf677c8 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -2,7 +2,7 @@ Package: FFTrees Type: Package Title: Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees Version: 2.1.0.9001 -Date: 2026-03-31 +Date: 2026-04-28 Authors@R: c(person("Nathaniel", "Phillips", role = c("aut"), email = "Nathaniel.D.Phillips.is@gmail.com", comment = c(ORCID = "0000-0002-8969-7013")), person("Hansjoerg", "Neth", role = c("aut", "cre"), email = "h.neth@uni.kn", comment = c(ORCID = "0000-0001-5427-3141")), person("Jan", "Woike", role = "aut", comment = c(ORCID = "0000-0002-6816-121X")), From a365b065e58c4d10a72d22e488971577a278659d Mon Sep 17 00:00:00 2001 From: hneth Date: Tue, 28 Apr 2026 10:28:18 +0200 Subject: [PATCH 07/12] revise section "Questions answered by FFTs" (to distinguish different tasks/phases more clearly) --- README.Rmd | 49 ++++++++++++++++++++++++------------ README.md | 74 ++++++++++++++++++++++++++++++++++-------------------- 2 files changed, 80 insertions(+), 43 deletions(-) diff --git a/README.Rmd b/README.Rmd index 337bfae1..5db5c7f2 100644 --- a/README.Rmd +++ b/README.Rmd @@ -106,8 +106,39 @@ library(FFTrees) # load package ``` +### Questions answered by FFTs + + + +A _fast-and-frugal tree_ (FFT) provides answers to binary prediction problems like: + +- Which of 2 categories should I predict for each individual case in the data? +- How successful is this prediction process for a sample of cases? + + + +To _create_ FFTs, we must answer 2 key questions: + +- Which variables should we use to predict the criterion? +- How should we combine those predictor variables into FFTs? + + + +Once we have created FFTs, questions regarding their _performance_ include: + +- How accurate are the predictions of a specific FFT? +- How costly are the predictions of each algorithm? + +Answering these performance-related questions requires applying FFTs to data. + + + +The **FFTrees** package answers these questions by creating, evaluating, and visualizing FFTs. + + ### Using data +Any prediction problem requires some data that contains some predictors and a criterion variable. The `heartdisease` data provides medical information for 303\ patients that were examined for heart disease. The full data contains a binary criterion variable describing the true state of each patient and were split into two subsets: A `heart.train` set for fitting decision trees, and `heart.test` set for a testing these trees. @@ -134,21 +165,6 @@ knitr::kable(head(heart.test), caption = c_test) Our challenge is to predict each patient's `diagnosis` ---\ a column of logical values indicating the true state of each patient (i.e., `TRUE` or\ `FALSE`, based on the patient suffering or not suffering from heart disease)\ --- from the values of potential predictors. -### Questions answered by FFTs - -To solve binary classification problems by FFTs, we must answer two key questions: - -- Which of the variables should we use to predict the criterion? -- How should we use and combine predictor variables into FFTs? - -Once we have created some FFTs, additional questions include: - -- How accurate are the predictions of a specific FFT? -- How costly are the predictions of each algorithm? - -The **FFTrees** package answers these questions by creating, evaluating, and visualizing FFTs. - - ### Creating fast-and-frugal trees (FFTs) We use the main `FFTrees()` function to create FFTs for the `heart.train` data and evaluate their predictive performance on the `heart.test` data: @@ -281,7 +297,7 @@ When using **FFTrees** in your own work, please cite us and share your experienc -By\ 2025, over 150\ scientific publications have used or cited **FFTrees** (see [Google Scholar](https://scholar.google.com/scholar?oi=bibs&hl=en&cites=205528310591558601) for the full list). +By\ 2026, over 160\ scientific publications have used or cited **FFTrees** (see [Google Scholar](https://scholar.google.com/scholar?oi=bibs&hl=en&cites=205528310591558601) for the full list). Examples include: - Lötsch, J., Haehner, A., & Hummel, T. (2020). Machine-learning-derived rules set excludes risk of Parkinson’s disease in patients with olfactory or gustatory symptoms with high accuracy. @@ -308,6 +324,7 @@ Age at diagnosis, but not HPV type, is strongly associated with clinical course _PloS One_, _14_(6). doi\ [10.1371/journal.pone.0216697](https://doi.org/10.1371/journal.pone.0216697) + ---- diff --git a/README.md b/README.md index 8784f834..a4764e01 100644 --- a/README.md +++ b/README.md @@ -3,7 +3,7 @@ -# FFTrees 2.1.0 FFTrees +# FFTrees 2.1.0.9001 FFTrees @@ -102,14 +102,50 @@ included in **FFTrees**: library(FFTrees) # load package ``` +### Questions answered by FFTs + + + +A *fast-and-frugal tree* (FFT) provides answers to binary prediction +problems like: + +- Which of 2 categories should I predict for each individual case in the + data? +- How successful is this prediction process for a sample of cases? + + + +To *create* FFTs, we must answer 2 key questions: + +- Which variables should we use to predict the criterion? +- How should we combine those predictor variables into FFTs? + + + +Once we have created FFTs, questions regarding their *performance* +include: + +- How accurate are the predictions of a specific FFT? +- How costly are the predictions of each algorithm? + +Answering these performance-related questions requires applying FFTs to +data. + + + +The **FFTrees** package answers these questions by creating, evaluating, +and visualizing FFTs. + ### Using data -The `heartdisease` data provides medical information for 303 patients -that were examined for heart disease. The full data contains a binary -criterion variable describing the true state of each patient and were -split into two subsets: A `heart.train` set for fitting decision trees, -and `heart.test` set for a testing these trees. Here are the first rows -and columns of both subsets of the `heartdisease` data: +Any prediction problem requires some data that contains some predictors +and a criterion variable. The `heartdisease` data provides medical +information for 303 patients that were examined for heart disease. The +full data contains a binary criterion variable describing the true state +of each patient and were split into two subsets: A `heart.train` set for +fitting decision trees, and `heart.test` set for a testing these trees. +Here are the first rows and columns of both subsets of the +`heartdisease` data: - `heart.train` (the training / fitting data) describes 150 patients: @@ -145,22 +181,6 @@ logical values indicating the true state of each patient (i.e., `TRUE` or `FALSE`, based on the patient suffering or not suffering from heart disease) — from the values of potential predictors. -### Questions answered by FFTs - -To solve binary classification problems by FFTs, we must answer two key -questions: - -- Which of the variables should we use to predict the criterion? -- How should we use and combine predictor variables into FFTs? - -Once we have created some FFTs, additional questions include: - -- How accurate are the predictions of a specific FFT? -- How costly are the predictions of each algorithm? - -The **FFTrees** package answers these questions by creating, evaluating, -and visualizing FFTs. - ### Creating fast-and-frugal trees (FFTs) We use the main `FFTrees()` function to create FFTs for the @@ -195,7 +215,7 @@ plot(heart_fft, main = "Heart Disease") ``` - + **Figure 1**: A fast-and-frugal tree (FFT) predicting heart disease for `test` data and its performance characteristics. @@ -239,7 +259,7 @@ plot(my_fft, main = "My custom FFT") ``` - + **Figure 2**: An FFT predicting heart disease created from a verbal description. @@ -304,7 +324,7 @@ continue developing the package. -By 2025, over 150 scientific publications have used or cited **FFTrees** +By 2026, over 160 scientific publications have used or cited **FFTrees** (see [Google Scholar](https://scholar.google.com/scholar?oi=bibs&hl=en&cites=205528310591558601) for the full list). Examples include: @@ -344,6 +364,6 @@ for the full list). Examples include: ------------------------------------------------------------------------ -\[File `README.Rmd` last updated on 2025-09-03.\] +\[File `README.Rmd` last updated on 2026-04-28.\] From 6af85771799ab6cb554b99666217b7b02e4002d7 Mon Sep 17 00:00:00 2001 From: hneth Date: Thu, 30 Apr 2026 16:34:44 +0200 Subject: [PATCH 08/12] minor --- vignettes/FFTrees_plot.Rmd | 2 ++ 1 file changed, 2 insertions(+) diff --git a/vignettes/FFTrees_plot.Rmd b/vignettes/FFTrees_plot.Rmd index ac7cf21d..dad0a316 100644 --- a/vignettes/FFTrees_plot.Rmd +++ b/vignettes/FFTrees_plot.Rmd @@ -31,6 +31,7 @@ knitr::opts_chunk$set(collapse = FALSE, library(FFTrees) ``` + ## Visualizing FFTrees The **FFTrees** package makes it very easy to visualize and evaluate fast-and-frugal trees (FFTs): @@ -122,6 +123,7 @@ By contrast, `age`\ (3) seems a pretty poor cue for predicting survival on its o Inspecting cue accuracies can provide valuable information for constructing FFTs. While they provide lower bounds on the performance of trees (as combining cues is only worthwhile when this yields a benefit), even poor individual cues can shine in combination with other predictors. + ### Visualizing FFTs and their performance To visualize the tree from an `FFTrees` object, use `plot()`. From e9afedcb0942d5b33fb3d109f3c5c1700886d25a Mon Sep 17 00:00:00 2001 From: hneth Date: Thu, 30 Apr 2026 16:35:03 +0200 Subject: [PATCH 09/12] update --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index daf677c8..b327f882 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -2,7 +2,7 @@ Package: FFTrees Type: Package Title: Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees Version: 2.1.0.9001 -Date: 2026-04-28 +Date: 2026-04-30 Authors@R: c(person("Nathaniel", "Phillips", role = c("aut"), email = "Nathaniel.D.Phillips.is@gmail.com", comment = c(ORCID = "0000-0002-8969-7013")), person("Hansjoerg", "Neth", role = c("aut", "cre"), email = "h.neth@uni.kn", comment = c(ORCID = "0000-0001-5427-3141")), person("Jan", "Woike", role = "aut", comment = c(ORCID = "0000-0002-6816-121X")), From eb9f25e5810ddb0b04b834e7bacbaebe68013335 Mon Sep 17 00:00:00 2001 From: hneth Date: Sat, 2 May 2026 14:31:26 +0200 Subject: [PATCH 10/12] Note issue with rounding argument (currently deprecated, but useful to avoid cue threshold values with too many digits) --- R/fftrees_cuerank.R | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/R/fftrees_cuerank.R b/R/fftrees_cuerank.R index a3fd188b..1ca9f35c 100644 --- a/R/fftrees_cuerank.R +++ b/R/fftrees_cuerank.R @@ -35,8 +35,8 @@ fftrees_cuerank <- function(x = NULL, newdata = NULL, - data = "train", # type of data - rounding = NULL) { + data = "train", # type of data + rounding = NULL) { # ToDo: Use a sensible default, e.g., rounding = 3 (in the FFTrees() function) # Prepare: ------ From a98c8ba3ce718e8b81d77ad4a855e3ee1d546582 Mon Sep 17 00:00:00 2001 From: hneth Date: Sat, 2 May 2026 14:32:07 +0200 Subject: [PATCH 11/12] update --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index b327f882..74330c90 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -2,7 +2,7 @@ Package: FFTrees Type: Package Title: Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees Version: 2.1.0.9001 -Date: 2026-04-30 +Date: 2026-05-02 Authors@R: c(person("Nathaniel", "Phillips", role = c("aut"), email = "Nathaniel.D.Phillips.is@gmail.com", comment = c(ORCID = "0000-0002-8969-7013")), person("Hansjoerg", "Neth", role = c("aut", "cre"), email = "h.neth@uni.kn", comment = c(ORCID = "0000-0001-5427-3141")), person("Jan", "Woike", role = "aut", comment = c(ORCID = "0000-0002-6816-121X")), From 6f538329fd076d3d690db63aabd63bf75806ea9d Mon Sep 17 00:00:00 2001 From: hneth Date: Sat, 2 May 2026 14:39:53 +0200 Subject: [PATCH 12/12] update README (to devel version) --- README.Rmd | 14 ++++----- README.md | 28 ++++++++---------- man/figures/README-example-heart-plot-1.png | Bin 74308 -> 74296 bytes man/figures/README-example-heart-verbal-1.png | Bin 72704 -> 72734 bytes 4 files changed, 20 insertions(+), 22 deletions(-) diff --git a/README.Rmd b/README.Rmd index 5db5c7f2..bbac4724 100644 --- a/README.Rmd +++ b/README.Rmd @@ -37,16 +37,16 @@ doi_JDM <- "10.1017/S1930297500006239" # FFTrees `r packageVersion("FFTrees")` FFTrees - - - - +[![CRAN status](https://www.r-pkg.org/badges/version/FFTrees)](https://CRAN.R-project.org/package=FFTrees) +[![Downloads/month](https://cranlogs.r-pkg.org/badges/FFTrees?color="00a9e0")](https://www.r-pkg.org/pkg/FFTrees) +[![Total downloads](https://cranlogs.r-pkg.org/badges/grand-total/FFTrees?color="00a9e0")](https://www.r-pkg.org/pkg/FFTrees) +[![R-CMD-check](https://github.com/ndphillips/FFTrees/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/ndphillips/FFTrees/actions/workflows/R-CMD-check.yaml) -[![CRAN status](https://www.r-pkg.org/badges/version/FFTrees)](https://CRAN.R-project.org/package=FFTrees) -[![Total downloads](https://cranlogs.r-pkg.org/badges/grand-total/FFTrees?color="00a9e0")](https://www.r-pkg.org/pkg/FFTrees) + + @@ -112,7 +112,7 @@ library(FFTrees) # load package A _fast-and-frugal tree_ (FFT) provides answers to binary prediction problems like: -- Which of 2 categories should I predict for each individual case in the data? +- Which of 2 categories should we predict for each individual case in the data? - How successful is this prediction process for a sample of cases? diff --git a/README.md b/README.md index a4764e01..cb1b7231 100644 --- a/README.md +++ b/README.md @@ -7,22 +7,20 @@ - - - - - - - - - - - - [![CRAN status](https://www.r-pkg.org/badges/version/FFTrees)](https://CRAN.R-project.org/package=FFTrees) +[![Downloads/month](https://cranlogs.r-pkg.org/badges/FFTrees?color=%2200a9e0%22)](https://www.r-pkg.org/pkg/FFTrees) [![Total downloads](https://cranlogs.r-pkg.org/badges/grand-total/FFTrees?color=%2200a9e0%22)](https://www.r-pkg.org/pkg/FFTrees) +[![R-CMD-check](https://github.com/ndphillips/FFTrees/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/ndphillips/FFTrees/actions/workflows/R-CMD-check.yaml) + + + + + + + + @@ -109,8 +107,8 @@ library(FFTrees) # load package A *fast-and-frugal tree* (FFT) provides answers to binary prediction problems like: -- Which of 2 categories should I predict for each individual case in the - data? +- Which of 2 categories should we predict for each individual case in + the data? - How successful is this prediction process for a sample of cases? @@ -364,6 +362,6 @@ for the full list). 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