recipes: Preprocessing and Feature Engineering Steps for Modeling

Platform

|field |value | |:--------|:-----------------------------------| |version |R version 4.3.2 (2023-10-31) | |os |macOS Sonoma 14.2.1 | |system |aarch64, darwin20 | |ui |RStudio | |language |(EN) | |collate |en_US.UTF-8 | |ctype |en_US.UTF-8 | |tz |America/Los_Angeles | |date |2024-02-16 | |rstudio |2023.12.0+359 Ocean Storm (desktop) | |pandoc |2.17.1.1 @ /opt/homebrew/bin/pandoc |

Dependencies

|package |old |new |Δ | |:------------|:----------|:----------|:--| |recipes |1.0.9 |1.0.9.9000 |* | |cli |3.6.2 |3.6.2 | | |clock |0.7.0 |0.7.0 | | |cpp11 |0.4.7 |0.4.7 | | |data.table |1.15.0 |1.15.0 | | |diagram |1.6.5 |1.6.5 | | |digest |0.6.34 |0.6.34 | | |dplyr |1.1.4 |1.1.4 | | |ellipsis |0.3.2 |0.3.2 | | |fansi |1.0.6 |1.0.6 | | |future |1.33.1 |1.33.1 | | |future.apply |1.11.1 |1.11.1 | | |generics |0.1.3 |0.1.3 | | |globals |0.16.2 |0.16.2 | | |glue |1.7.0 |1.7.0 | | |gower |1.0.1 |1.0.1 | | |hardhat |1.3.1 |1.3.1 | | |ipred |0.9-14 |0.9-14 | | |lava |1.7.3 |1.7.3 | | |lifecycle |1.0.4 |1.0.4 | | |listenv |0.9.1 |0.9.1 | | |lubridate |1.9.3 |1.9.3 | | |magrittr |2.0.3 |2.0.3 | | |numDeriv |2016.8-1.1 |2016.8-1.1 | | |parallelly |1.36.0 |1.36.0 | | |pillar |1.9.0 |1.9.0 | | |pkgconfig |2.0.3 |2.0.3 | | |prodlim |2023.08.28 |2023.08.28 | | |progressr |0.14.0 |0.14.0 | | |purrr |1.0.2 |1.0.2 | | |R6 |2.5.1 |2.5.1 | | |Rcpp |1.0.12 |1.0.12 | | |rlang |1.1.3 |1.1.3 | | |shape |1.4.6 |1.4.6 | | |SQUAREM |2021.1 |2021.1 | | |stringi |1.8.3 |1.8.3 | | |stringr |1.5.1 |1.5.1 | | |tibble |3.2.1 |3.2.1 | | |tidyr |1.3.1 |1.3.1 | | |tidyselect |1.2.0 |1.2.0 | | |timechange |0.3.0 |0.3.0 | | |timeDate |4032.109 |4032.109 | | |tzdb |0.4.0 |0.4.0 | | |utf8 |1.2.4 |1.2.4 | | |vctrs |0.6.5 |0.6.5 | | |withr |3.0.0 |3.0.0 | |