Project: gcf-reproduce
Method : Song, Y. (2026), IJGIS 40:1-29, doi:10.1080/13658816.2026.2729719: Generalized covariate field (GCF)
Seeds  : shuffle 36 | random folds 1 | selection 1 | every learner fit: set.seed(1)
Run    : 2026-08-29 12:37:53 AWST

Packages used by the pipeline:
  gcf            0.1.0
  ranger         0.18.0
  randomForest   4.7.1.2
  glmnet         5.0
  Cubist         0.6.0
  xgboost        3.2.1.1
  e1071          1.7.17
  kknn           1.4.1
  spdep          1.4.2
  geocomplexity  0.3.0

R version 4.6.0 (2026-04-24)
Platform: aarch64-apple-darwin23
Running under: macOS Tahoe 26.6.2

Matrix products: default
BLAS:   /Library/Frameworks/R.framework/Versions/4.6/Resources/lib/libRblas.0.dylib 
LAPACK: /Library/Frameworks/R.framework/Versions/4.6/Resources/lib/libRlapack.dylib;  LAPACK version 3.12.1

locale:
[1] en_AU/en_AU/en_AU/C/en_AU/en_AU

time zone: Australia/Perth
tzcode source: internal

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

loaded via a namespace (and not attached):
 [1] shape_1.4.6.1          lattice_0.22-9         vctrs_0.7.3           
 [4] tools_4.6.0            LearnBayes_2.15.2      generics_0.1.4        
 [7] spdep_1.4-2            parallel_4.6.0         sandwich_3.1-2        
[10] tibble_3.3.1           proxy_0.4-29           gcf_0.1.0             
[13] pkgconfig_2.0.3        Matrix_1.7-5           KernSmooth_2.23-26    
[16] data.table_1.18.4      sdsfun_0.8.1           lifecycle_1.0.5       
[19] compiler_4.6.0         stringr_1.6.0          deldir_2.0-4          
[22] codetools_0.2-20       marginaleffects_0.32.0 class_7.3-23          
[25] glmnet_5.0             geocomplexity_0.3.0    pillar_1.11.1         
[28] MASS_7.3-65            classInt_0.4-11        iterators_1.0.14      
[31] wk_0.9.5               spatialreg_1.4-3       foreach_1.5.2         
[34] boot_1.3-32            multcomp_1.4-31        nlme_3.1-169          
[37] tidyselect_1.2.1       mvtnorm_1.4-2          stringi_1.8.7         
[40] sf_1.1-1               dplyr_1.2.1            reshape2_1.4.5        
[43] splines_4.6.0          Cubist_0.6.0           grid_4.6.0            
[46] cli_3.6.6              magrittr_2.0.5         randomForest_4.7-1.2  
[49] survival_3.8-6         TH.data_1.1-5          e1071_1.7-17          
[52] withr_3.0.2            backports_1.5.1        xgboost_3.2.1.1       
[55] sp_2.2-1               spData_2.3.5           igraph_2.3.2          
[58] otel_0.2.0             kknn_1.4.1             ranger_0.18.0         
[61] zoo_1.8-15             coda_0.19-4.1          s2_1.1.11             
[64] rlang_1.3.0            Rcpp_1.1.1-1.1         glue_1.8.1            
[67] DBI_1.3.0              jsonlite_2.0.0         R6_2.6.1              
[70] plyr_1.8.9             units_1.0-1           
