diff --git a/README.md b/README.md
index 50ab775..dd9f529 100644
--- a/README.md
+++ b/README.md
@@ -6,6 +6,7 @@ A collection of Twin Support Vector Machine (TSVM) implementations for pattern c
 
 - **TSVM** - Twin Support Vector Machine
 - **UTSVM** - Unsupervised Twin Support Vector Machine
+- **NewtonUTSVM** - Newton Method-based Unsupervised Twin Support Vector Machine
 - **DTSVM** - Deep Twin Support Vector Machine
 - **LSTSVM** - Least Squares Twin Support Vector Machine
 - **DLSTSVM** - Deep Least Squares Twin Support Vector Machine