Session info
## R version 4.1.3 (2022-03-10)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows 10 x64 (build 22000)
##
## Matrix products: default
##
## Random number generation:
## RNG: Mersenne-Twister
## Normal: Inversion
## Sample: Rounding
##
## locale:
## [1] LC_COLLATE=English_Hong Kong SAR.1252
## [2] LC_CTYPE=English_Hong Kong SAR.1252
## [3] LC_MONETARY=English_Hong Kong SAR.1252
## [4] LC_NUMERIC=C
## [5] LC_TIME=English_Hong Kong SAR.1252
##
## attached base packages:
## [1] stats graphics grDevices utils datasets methods base
##
## other attached packages:
## [1] recommenderlab_0.2-7 registry_0.5-1 proxy_0.4-26
## [4] arules_1.7-3 Matrix_1.4-1 lubridate_1.8.0
## [7] caret_6.0-92 lattice_0.20-45 forcats_0.5.1
## [10] stringr_1.4.0 dplyr_1.0.9 purrr_0.3.4
## [13] readr_2.1.2 tidyr_1.2.0 tibble_3.1.6
## [16] ggplot2_3.3.5 tidyverse_1.3.1 patchwork_1.1.1
## [19] latex2exp_0.9.4 data.table_1.14.2 kableExtra_1.3.4
## [22] knitr_1.39 magrittr_2.0.3 conflicted_1.1.0
## [25] pacman_0.5.1
##
## loaded via a namespace (and not attached):
## [1] colorspace_2.0-3 ellipsis_0.3.2 class_7.3-20
## [4] RcppArmadillo_0.11.0.0.0 fs_1.5.2 rstudioapi_0.13
## [7] listenv_0.8.0 farver_2.1.0 bit64_4.0.5
## [10] prodlim_2019.11.13 fansi_1.0.3 xml2_1.3.3
## [13] codetools_0.2-18 splines_4.1.3 cachem_1.0.6
## [16] jsonlite_1.8.0 pROC_1.18.0 broom_0.8.0
## [19] dbplyr_2.1.1 compiler_4.1.3 httr_1.4.2
## [22] backports_1.4.1 assertthat_0.2.1 fastmap_1.1.0
## [25] cli_3.2.0 htmltools_0.5.2 tools_4.1.3
## [28] gtable_0.3.0 glue_1.6.2 reshape2_1.4.4
## [31] float_0.3-0 Rcpp_1.0.8.3 cellranger_1.1.0
## [34] jquerylib_0.1.4 raster_3.5-15 vctrs_0.4.1
## [37] svglite_2.1.0 nlme_3.1-157 iterators_1.0.14
## [40] timeDate_3043.102 gower_1.0.0 xfun_0.30
## [43] RcppProgress_0.4.2 globals_0.14.0 rvest_1.0.2
## [46] irlba_2.3.5 lifecycle_1.0.1 future_1.25.0
## [49] terra_1.5-21 MASS_7.3-57 scales_1.2.0
## [52] ipred_0.9-12 vroom_1.5.7 hms_1.1.1
## [55] parallel_4.1.3 yaml_2.3.5 memoise_2.0.1
## [58] sass_0.4.1 rpart_4.1.16 stringi_1.7.6
## [61] highr_0.9 foreach_1.5.2 e1071_1.7-9
## [64] hardhat_0.2.0 lava_1.6.10 rlang_1.0.2
## [67] pkgconfig_2.0.3 systemfonts_1.0.4 evaluate_0.15
## [70] labeling_0.4.2 recipes_0.2.0 bit_4.0.4
## [73] tidyselect_1.1.2 parallelly_1.31.1 plyr_1.8.7
## [76] bookdown_0.26 R6_2.5.1 generics_0.1.2
## [79] recosystem_0.5 DBI_1.1.2 mgcv_1.8-40
## [82] pillar_1.7.0 haven_2.5.0 withr_2.5.0
## [85] sp_1.4-7 survival_3.3-1 nnet_7.3-17
## [88] future.apply_1.9.0 modelr_0.1.8 crayon_1.5.1
## [91] utf8_1.2.2 tzdb_0.3.0 rmarkdown_2.14
## [94] grid_4.1.3 readxl_1.4.0 ModelMetrics_1.2.2.2
## [97] reprex_2.0.1 digest_0.6.29 webshot_0.5.3
## [100] stats4_4.1.3 munsell_0.5.0 viridisLite_0.4.0
## [103] bslib_0.3.1
tidyverse::tidyverse_conflicts()
## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x lubridate::as.difftime() masks base::as.difftime()
## x dplyr::between() masks data.table::between()
## x lubridate::date() masks base::date()
## x Matrix::expand() masks tidyr::expand()
## x tidyr::extract() masks magrittr::extract()
## x dplyr::filter() masks stats::filter()
## x dplyr::first() masks data.table::first()
## x dplyr::group_rows() masks kableExtra::group_rows()
## x lubridate::hour() masks data.table::hour()
## x arules::intersect() masks lubridate::intersect(), base::intersect()
## x lubridate::isoweek() masks data.table::isoweek()
## x dplyr::lag() masks stats::lag()
## x dplyr::last() masks data.table::last()
## x caret::lift() masks purrr::lift()
## x lubridate::mday() masks data.table::mday()
## x lubridate::minute() masks data.table::minute()
## x lubridate::month() masks data.table::month()
## x Matrix::pack() masks tidyr::pack()
## x lubridate::quarter() masks data.table::quarter()
## x arules::recode() masks dplyr::recode()
## x lubridate::second() masks data.table::second()
## x purrr::set_names() masks magrittr::set_names()
## x arules::setdiff() masks lubridate::setdiff(), base::setdiff()
## x purrr::transpose() masks data.table::transpose()
## x arules::union() masks lubridate::union(), base::union()
## x Matrix::unpack() masks tidyr::unpack()
## x lubridate::wday() masks data.table::wday()
## x lubridate::week() masks data.table::week()
## x lubridate::yday() masks data.table::yday()
## x lubridate::year() masks data.table::year()