Very high scores get a score_pctl value of 1 instead of 100 #43
Description
Thank you for your work on this package. It's truly appreciated.
There seems to be an issue when running the score() function where results with very high scores get a score_pctl value of 1 instead of 100. There seems to be already an issue posted about the same problem (with no response), but I am posting a reproducible example below using the recommended format.
On a side note, CRAN is stating that "[issues need fixing before 2025-10-31]" on the package page so I thought to let you know too.
library(tidyverse)
library(applicable)
mod <- select(iris, 1:4) |>
apd_isolation(nthreads = 1)
score(mod, select(iris, 1:4)) |>
pull(score) |>
quantile(probs = c(0,0.01,0.25,0.5,0.75,0.99,1))
#> 0% 1% 25% 50% 75% 99% 100%
#> 0.3967572 0.3998048 0.4258091 0.4513852 0.4932370 0.6323000 0.6398325
score(mod, select(iris, 1:4)) |>
filter(between(score_pctl, 0, 2))
#> # A tibble: 3 × 2
#> score score_pctl
#> <dbl> <dbl>
#> 1 0.397 0
#> 2 0.398 0.561
#> 3 0.401 1.76
score(mod, select(iris, 1:4)) |>
filter(between(score_pctl, 98, 100))
#> # A tibble: 3 × 2
#> score score_pctl
#> <dbl> <dbl>
#> 1 0.625 98.7
#> 2 0.640 100
#> 3 0.639 99.9
score(
mod,
tibble(Sepal.Length = 1e9, Sepal.Width = 1e9, Petal.Length= 1e9, Petal.Width = 1e9)
)
#> # A tibble: 1 × 2
#> score score_pctl
#> <dbl> <dbl>
#> 1 0.708 1
Created on 2025-10-10 with [reprex v2.1.1](https://reprex.tidyverse.org/)Session Info
sessioninfo::session_info()
#> ─ Session info ───────────────────────────────────────────────────────────────
#> setting value
#> version R version 4.5.1 (2025-06-13)
#> os macOS Tahoe 26.0.1
#> system x86_64, darwin20
#> ui X11
#> language (EN)
#> collate en_US.UTF-8
#> ctype en_US.UTF-8
#> tz America/Toronto
#> date 2025-10-10
#> pandoc 3.6.3 @ /Applications/RStudio.app/Contents/Resources/app/quarto/bin/tools/x86_64/ (via rmarkdown)
#> quarto 1.6.39 @ /usr/local/bin/quarto
#>
#> ─ Packages ───────────────────────────────────────────────────────────────────
#> package * version date (UTC) lib source
#> applicable * 0.1.1 2024-04-25 [1] CRAN (R 4.5.0)
#> cli 3.6.5 2025-04-23 [1] CRAN (R 4.5.0)
#> dichromat 2.0-0.1 2022-05-02 [1] CRAN (R 4.5.0)
#> digest 0.6.37 2024-08-19 [1] CRAN (R 4.5.0)
#> dplyr * 1.1.4 2023-11-17 [1] CRAN (R 4.5.0)
#> evaluate 1.0.5 2025-08-27 [1] CRAN (R 4.5.1)
#> farver 2.1.2 2024-05-13 [1] CRAN (R 4.5.0)
#> fastmap 1.2.0 2024-05-15 [1] CRAN (R 4.5.0)
#> forcats * 1.0.1 2025-09-25 [1] CRAN (R 4.5.1)
#> fs 1.6.6 2025-04-12 [1] CRAN (R 4.5.0)
#> generics 0.1.4 2025-05-09 [1] CRAN (R 4.5.0)
#> ggplot2 * 4.0.0 2025-09-11 [1] CRAN (R 4.5.1)
#> glue 1.8.0 2024-09-30 [1] CRAN (R 4.5.0)
#> gtable 0.3.6 2024-10-25 [1] CRAN (R 4.5.0)
#> hardhat 1.4.2 2025-08-20 [1] CRAN (R 4.5.1)
#> hms 1.1.3 2023-03-21 [1] CRAN (R 4.5.0)
#> htmltools 0.5.8.1 2024-04-04 [1] CRAN (R 4.5.0)
#> isotree 0.6.1-4 2025-01-08 [1] CRAN (R 4.5.0)
#> jsonlite 2.0.0 2025-03-27 [1] CRAN (R 4.5.0)
#> knitr 1.50 2025-03-16 [1] CRAN (R 4.5.0)
#> lattice 0.22-7 2025-04-02 [1] CRAN (R 4.5.1)
#> lifecycle 1.0.4 2023-11-07 [1] CRAN (R 4.5.0)
#> lubridate * 1.9.4 2024-12-08 [1] CRAN (R 4.5.0)
#> magrittr 2.0.4 2025-09-12 [1] CRAN (R 4.5.1)
#> Matrix 1.7-4 2025-08-28 [1] CRAN (R 4.5.1)
#> pillar 1.11.1 2025-09-17 [1] CRAN (R 4.5.1)
#> pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.5.0)
#> proxyC 0.5.2 2025-04-25 [1] CRAN (R 4.5.0)
#> purrr * 1.1.0 2025-07-10 [1] CRAN (R 4.5.0)
#> R6 2.6.1 2025-02-15 [1] CRAN (R 4.5.0)
#> RColorBrewer 1.1-3 2022-04-03 [1] CRAN (R 4.5.0)
#> Rcpp 1.1.0 2025-07-02 [1] CRAN (R 4.5.1)
#> readr * 2.1.5 2024-01-10 [1] CRAN (R 4.5.0)
#> reprex 2.1.1 2024-07-06 [1] CRAN (R 4.5.0)
#> RhpcBLASctl 0.23-42 2023-02-11 [1] CRAN (R 4.5.0)
#> rlang 1.1.6 2025-04-11 [1] CRAN (R 4.5.0)
#> rmarkdown 2.30 2025-09-28 [1] CRAN (R 4.5.1)
#> rstudioapi 0.17.1 2024-10-22 [1] CRAN (R 4.5.0)
#> S7 0.2.0 2024-11-07 [1] CRAN (R 4.5.0)
#> scales 1.4.0 2025-04-24 [1] CRAN (R 4.5.0)
#> sessioninfo 1.2.3 2025-02-05 [1] CRAN (R 4.5.0)
#> stringi 1.8.7 2025-03-27 [1] CRAN (R 4.5.0)
#> stringr * 1.5.2 2025-09-08 [1] CRAN (R 4.5.1)
#> tibble * 3.3.0 2025-06-08 [1] CRAN (R 4.5.0)
#> tidyr * 1.3.1 2024-01-24 [1] CRAN (R 4.5.0)
#> tidyselect 1.2.1 2024-03-11 [1] CRAN (R 4.5.0)
#> tidyverse * 2.0.0 2023-02-22 [1] CRAN (R 4.5.0)
#> timechange 0.3.0 2024-01-18 [1] CRAN (R 4.5.0)
#> tzdb 0.5.0 2025-03-15 [1] CRAN (R 4.5.0)
#> vctrs 0.6.5 2023-12-01 [1] CRAN (R 4.5.0)
#> withr 3.0.2 2024-10-28 [1] CRAN (R 4.5.0)
#> xfun 0.53 2025-08-19 [1] CRAN (R 4.5.1)
#> yaml 2.3.10 2024-07-26 [1] CRAN (R 4.5.0)
#>
#> [1] /Library/Frameworks/R.framework/Versions/4.5-x86_64/Resources/library
#> * ── Packages attached to the search path.
#>
#> ──────────────────────────────────────────────────────────────────────────────