revamped ssdm performance analysis

.gitignore

@@ -11,5 +11,5 @@ renv/cache/
 
 # Data files
 data/
-R/performance_analysis_files
-R/performance_analysis.html
+R/05_performance_analysis_files
+R/05_performance_analysis.html
\ No newline at end of file

R/04_01_ssdm_modeling.R

@@ -73,7 +73,7 @@ ssdm_results = furrr::future_map(pa_split, .options = furrr::furrr_options(seed
   # Gradient Boosted Machine ####
   gbm_performance = tryCatch({
     gbm_grid <- expand.grid(
-      n.trees = c(100, 500, 1000, 1500),       # Higher number of boosting iterations
+      n.trees = c(100, 500, 1000, 1500),       # number of trees
       interaction.depth = c(3, 5, 7),          # Maximum depth of each tree
       shrinkage = c(0.01, 0.005, 0.001),       # Lower learning rates
       n.minobsinnode = c(10, 20)               # Minimum number of observations in nodes

R/_publish.yml

+- source: 05_performance_analysis.qmd
+  quarto-pub:
+    - id: 309c45c3-1515-4985-a435-9ffa1888c5e7
+      url: 'https://chrkoenig.quarto.pub/ssdm-performance-analysis-0a06'