catboost parameter updates

Author: topepo

.Rbuildignore

@@ -12,4 +12,5 @@ inst/figs/
 ^README\.Rmd$
 ^[\.]?air\.toml$
 ^\.vscode$
-^revdep$
+^revdep$
+^train_dir$

DESCRIPTION

@@ -57,4 +57,4 @@ Config/testthat/edition: 3
 Config/usethis/last-upkeep: 2025-04-25
 Encoding: UTF-8
 Roxygen: list(markdown = TRUE)
-RoxygenNote: 7.3.2
+RoxygenNote: 7.3.3

R/catboost_data.R

@@ -184,11 +184,38 @@ make_boost_tree_catboost <- function() {
   parsnip::set_model_arg(
     model = "boost_tree",
     eng = "catboost",
-    parsnip = "mtry_prop",
+    parsnip = "mtry",
     original = "rsm",
     func = list(pkg = "dials", fun = "mtry_prop"),
     has_submodel = FALSE
   )
+
+  parsnip::set_model_arg(
+    model = "boost_tree",
+    eng = "catboost",
+    parsnip = "min_n",
+    original = "min_data_in_leaf",
+    func = list(pkg = "dials", fun = "min_n"),
+    has_submodel = FALSE
+  )
+
+  parsnip::set_model_arg(
+    model = "boost_tree",
+    eng = "catboost",
+    parsnip = "sample_size",
+    original = "subsample",
+    func = list(pkg = "dials", fun = "sample_prop"),
+    has_submodel = FALSE
+  )
+
+  parsnip::set_model_arg(
+    model = "boost_tree",
+    eng = "catboost",
+    parsnip = "stop_iter",
+    original = "early_stopping_rounds",
+    func = list(pkg = "dials", fun = "stop_iter"),
+    has_submodel = FALSE
+  )
 }
 
 # nocov end