diff --git a/HISTORY.md b/HISTORY.md
index ecf9b8fadc..ce4ec825f0 100644
--- a/HISTORY.md
+++ b/HISTORY.md
@@ -9,11 +9,17 @@
 
   * Remove `round()` implementation for old MSVC compilers (#3570).
 
-  * [R] Added inline plugin to the R bindings to allow for other R packages to link to headers (#3626, h/t @cgiachalis).
+  * [R] Added inline plugin to the R bindings to allow for other R packages to
+    link to headers (#3626, h/t @cgiachalis).
 
-  * [R] Removed extra gcc-specific options from `Makevars.win`  (#3627, h/t @kalibera).
+  * [R] Removed extra gcc-specific options from `Makevars.win`  (#3627, h/t
+    @kalibera).
 
-  * [R] Changed roxygen package-level documentation from using `@docType package` to `"_PACKAGE"`. (#3636)
+  * [R] Changed roxygen package-level documentation from using `@docType
+    package` to `"_PACKAGE"`. (#3636)
+
+  * Fix floating-point accuracy issue for decision trees that sometimes caused
+    crashes (#3595).
 
 ### mlpack 4.3.0
 ###### 2023-11-27