diff --git a/README.md b/README.md
index ec645a2457a459a1567c7d95ebcb7b4d10c662bd..16dc77a6f13f1173fa98e1edb915d53eccef7771 100644
--- a/README.md
+++ b/README.md
@@ -63,11 +63,11 @@ python knn.py
 
 python mlp.py 
 
-## Results :
+## Results 
 ### Generating the Graph
 1. Results using KNN:
 
-A graph showing the accuracy variation with k was generated using matplotlib and saved as "knn.png" in the "Results" folder. :
+A graph showing the accuracy variation with k was generated using matplotlib and saved as "knn.png" in the "Results" folder. 
 
 
 ![Semantic description of image](Results/knn.png)
@@ -101,4 +101,4 @@ These results suggest that adjustments to certain aspects of the model, such as
 Sara EL ALIMI.
 
 ## Licence
-Ce projet est sous licence MIT.
\ No newline at end of file
+Ce projet est sous licence MIT.