flashlight: Shed Light on Black Box Machine Learning Models

Platform

|field |value | |:--------|:----------------------------------------------------| |version |R version 4.3.0 (2023-04-21 ucrt) | |os |Windows 11 x64 (build 22621) | |system |x86_64, mingw32 | |ui |RStudio | |language |(EN) | |collate |German_Switzerland.utf8 | |ctype |German_Switzerland.utf8 | |tz |Europe/Zurich | |date |2023-05-07 | |rstudio |2023.03.0+386 Cherry Blossom (desktop) | |pandoc |2.12 @ C:\Users\Michael\anaconda3\Scripts\pandoc.exe |

Dependencies

|package |old |new |Δ | |:---------------|:------|:------|:--| |flashlight |0.8.0 |0.9.0 |* | |cli |3.6.1 |3.6.1 | | |colorspace |2.1-0 |2.1-0 | | |cowplot |1.1.1 |1.1.1 | | |cpp11 |0.4.3 |0.4.3 | | |dplyr |1.1.2 |1.1.2 | | |fansi |1.0.4 |1.0.4 | | |farver |2.1.1 |2.1.1 | | |generics |0.1.3 |0.1.3 | | |ggplot2 |3.4.2 |3.4.2 | | |glue |1.6.2 |1.6.2 | | |gtable |0.3.3 |0.3.3 | | |isoband |0.2.7 |0.2.7 | | |labeling |0.4.2 |0.4.2 | | |lifecycle |1.0.3 |1.0.3 | | |magrittr |2.0.3 |2.0.3 | | |MetricsWeighted |1.0.0 |1.0.0 | | |munsell |0.5.0 |0.5.0 | | |pillar |1.9.0 |1.9.0 | | |pkgconfig |2.0.3 |2.0.3 | | |purrr |1.0.1 |1.0.1 | | |R6 |2.5.1 |2.5.1 | | |RColorBrewer |1.1-3 |1.1-3 | | |rlang |1.1.1 |1.1.1 | | |rpart.plot |3.1.1 |3.1.1 | | |scales |1.2.1 |1.2.1 | | |stringi |1.7.12 |1.7.12 | | |stringr |1.5.0 |1.5.0 | | |tibble |3.2.1 |3.2.1 | | |tidyr |1.3.0 |1.3.0 | | |tidyselect |1.2.0 |1.2.0 | | |utf8 |1.2.3 |1.2.3 | | |vctrs |0.6.2 |0.6.2 | | |viridisLite |0.4.2 |0.4.2 | | |withr |2.5.0 |2.5.0 | |