R version 4.5.2 (2025-10-31 ucrt)
Platform: x86_64-w64-mingw32/x64
Running under: Windows 10 x64 (build 19045)

Matrix products: default
  LAPACK version 3.12.1

locale:
[1] LC_COLLATE=Chinese (Simplified)_China.utf8 
[2] LC_CTYPE=Chinese (Simplified)_China.utf8   
[3] LC_MONETARY=Chinese (Simplified)_China.utf8
[4] LC_NUMERIC=C                               
[5] LC_TIME=Chinese (Simplified)_China.utf8    

time zone: Asia/Shanghai
tzcode source: internal

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
[1] ranger_0.18.0  pROC_1.19.1    ggplot2_4.0.3  jsonlite_2.0.0

loaded via a namespace (and not attached):
 [1] vctrs_0.7.3        svglite_2.2.2      cli_3.6.6          rlang_1.3.0       
 [5] generics_0.1.4     textshaping_1.0.5  S7_0.2.2           glue_1.8.1        
 [9] ragg_1.5.2         scales_1.4.0       grid_4.5.2         tibble_3.3.1      
[13] lifecycle_1.0.5    compiler_4.5.2     dplyr_1.2.1        RColorBrewer_1.1-3
[17] Rcpp_1.1.2         pkgconfig_2.0.3    systemfonts_1.3.2  farver_2.1.2      
[21] lattice_0.22-7     R6_2.6.1           tidyselect_1.2.1   pillar_1.11.1     
[25] magrittr_2.0.5     Matrix_1.7-4       tools_4.5.2        withr_3.0.3       
[29] gtable_0.3.6      
