From 67fcd0a0143c8c8f18d40d37cb005faf938cfad0 Mon Sep 17 00:00:00 2001 From: Nathaniel Phillips Date: Sat, 16 Jul 2022 14:03:26 -0400 Subject: [PATCH] bumped version to 1.6.3 --- DESCRIPTION | 2 +- NEWS.md | 4 ++++ README.Rmd | 9 +++++++++ README.md | 19 +++++++++++++++---- man/figures/README-example-1.png | Bin 71656 -> 71607 bytes man/figures/README-unnamed-chunk-5-1.png | Bin 70764 -> 70743 bytes 6 files changed, 29 insertions(+), 5 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 642b5d13..c436a08f 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: FFTrees Type: Package Title: Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees -Version: 1.6.2 +Version: 1.6.3 Date: 2022-07-11 Authors@R: c(person("Nathaniel", "Phillips", role = c("aut", "cre"), email = "Nathaniel.D.Phillips.is@gmail.com"), diff --git a/NEWS.md b/NEWS.md index dd8edeb3..47e233bc 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,7 @@ +# 1.6.3 + +* Additional cleanup to get package back on CRAN after failed submission on July 12, 2022 + # 1.6.2 * Internal cleanup to get package back on CRAN. diff --git a/README.Rmd b/README.Rmd index 3e809213..5ab3b29f 100644 --- a/README.Rmd +++ b/README.Rmd @@ -80,6 +80,13 @@ heart.fft$competition$test Because fast-and-frugal trees are so simple, you can create one 'from words' and apply it to data! +For example, below we'll create a tree with the following 4 nodes and evaluate its performance on the `heart.test` data + +1. If sex = 1, predict Disease. +2. If age < 45, predict Healthy. +3. If thal = {fd, normal}, predict Disease. +4. Otherwise, predict Healthy + ```{r fig.width = 6, fig.height = 6, out.width = "80%"} # Create your own custom FFT 'in words' and apply it to data @@ -99,6 +106,8 @@ plot(my.fft, main = "Custom FFT") ``` +As we can see, the tree has very high sensitivity but terrible specificity. + ## Citation *APA Citation* diff --git a/README.md b/README.md index 096ae3db..cf320fa3 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ -# FFTrees 1.6.2 +# FFTrees 1.6.3 [![Build Status](https://travis-ci.org/ndphillips/FFTrees.svg?branch=master)](https://travis-ci.org/ndphillips/FFTrees) @@ -38,7 +38,7 @@ library(FFTrees) #> / \ #> F O #> / \ -#> F Trees 1.6.2 +#> F Trees 1.6.3 #> #> Email: Nathaniel.D.Phillips.is@gmail.com #> FFTrees.guide() opens the main guide. @@ -154,19 +154,27 @@ heart.fft$competition$test #> 1 fftrees 153 64 19 9 61 0.8767123 0.7625 0.2375 0.7710843 0.8714286 #> 2 lr 153 55 13 18 67 0.7534247 0.8375 0.1625 0.8088235 0.7882353 #> 3 cart 153 50 19 23 61 0.6849315 0.7625 0.2375 0.7246377 0.7261905 -#> 4 rf 153 58 9 15 71 0.7945205 0.8875 0.1125 0.8656716 0.8255814 +#> 4 rf 153 57 9 16 71 0.7808219 0.8875 0.1125 0.8636364 0.8160920 #> 5 svm 153 55 7 18 73 0.7534247 0.9125 0.0875 0.8870968 0.8021978 #> acc bacc cost cost_decisions cost_cues #> 1 0.8169935 0.8196062 0.1830065 0.1830065 0 #> 2 0.7973856 0.7954623 0.2026144 0.2026144 NA #> 3 0.7254902 0.7237158 0.2745098 0.2745098 NA -#> 4 0.8431373 0.8410103 0.1568627 0.1568627 NA +#> 4 0.8366013 0.8341610 0.1633987 0.1633987 NA #> 5 0.8366013 0.8329623 0.1633987 0.1633987 NA ``` Because fast-and-frugal trees are so simple, you can create one ‘from words’ and apply it to data! +For example, below we’ll create a tree with the following 4 nodes and +evaluate its performance on the `heart.test` data + +1. If sex = 1, predict Disease. +2. If age \< 45, predict Healthy. +3. If thal = {fd, normal}, predict Disease. +4. Otherwise, predict Healthy + ``` r # Create your own custom FFT 'in words' and apply it to data @@ -192,6 +200,9 @@ plot(my.fft, +As we can see, the tree has very high sensitivity but terrible +specificity. + ## Citation *APA Citation* diff --git a/man/figures/README-example-1.png b/man/figures/README-example-1.png index 845a9394fdf98f26f945e4771d97829f68bd63cd..36004a53e2ef480ec35158f7542ac2704ff30d17 100644 GIT binary patch delta 37868 zcmZtuby!s08$SvYLw8A+K{p7}GjvFU2oi%LDcvEP6zLdRxJy=*guk*RIlyMCG@wU3C*iv*U*%HIa*Wd4rcWgU*qpH7olYS8q^>Kc=XR|R{ zQC|CLw)%;xdAsM&#ix^{S}X3h=gYX5M|rZ(o(UxiiQtVPA0r)U=;^l(NA&ge@vRux zDinJlb)hO==UV#aQ*EL9eG6 zhKR|YS*X#$X$37-@wR(Hu)lHO=i0O;u*J9*MG}%E6*G#zP{YP0&j0X1Ny=lLSTm?e zxLNe&rNlt6e9tXje*U;j8a`Z=-*wp0QBiL8tWH_qDbB7AJkg@xP8WcS8j+fA)(FFZfztrJiJ~g7k33_k9${HGmXzm`nHXXomy`XAWco$q@>+$^t~#LnP(ak68A`sF5o-R4n-qH@10;__WaftXRv zv-{sVqr+1B{f<$^b__<;N0xwCr@&<=*fa^tFWruZIZ~;z!-Qdz3@J zwvx}OzdT8HUwd6Ad6Cj&E#+}cz4pZ@xNurkjl3=bZZpBUq*4rLAdn=)3WW=?vk~iJ 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