diff --git a/README.md b/README.md
index 16dc77a6f13f1173fa98e1edb915d53eccef7771..019c39c41ffb83ae89bc1d4a7363a4c67b327d99 100644
--- a/README.md
+++ b/README.md
@@ -51,18 +51,20 @@ The effectiveness of the KNN algorithm was evaluated based on the number of neig
 
 ### Running the Code
 To execute the models, follow these steps in the terminal:
-
+```
 # Ensure requirements are installed before running KNN or MLP
 pip install -r requirements.txt
 
-1. KNN Model:
+# KNN Model:
 
 python knn.py
 
-2. MLP Model:
+# MLP Model:
 
 python mlp.py 
 
+```
+
 ## Results 
 ### Generating the Graph
 1. Results using KNN: