diff --git a/README.md b/README.md
index 8cd416f..3d5e894 100644
--- a/README.md
+++ b/README.md
@@ -91,17 +91,19 @@ Global
 By entity
 ```
 'LOC': {'precision': 0.8905576596578294,
-\t\t'recall': 0.900554675118859,
-\t\t'f1': 0.8955282684352223},
+		'recall': 0.900554675118859,
+		'f1': 0.8955282684352223},
 'MISC': {'precision': 0.8175627240143369,
-\t\t 'recall': 0.8117437722419929,
-\t\t 'f1': 0.8146428571428571},
+		 'recall': 0.8117437722419929,
+		 'f1': 0.8146428571428571},
 'ORG': {'precision': 0.8099480326651819,
-\t\t'recall': 0.8265151515151515,
-\t\t'f1': 0.8181477315335584},
+		'recall': 0.8265151515151515,
+		'f1': 0.8181477315335584},
 'PER': {'precision': 0.9372509960159362,
-\t\t'recall': 0.959812321501428,
-\t\t'f1': 0.9483975005039308}
+		'recall': 0.959812321501428,
+		'f1': 0.9483975005039308}
 
  ```
 
+A short article on how I used the result of this model to train a LSTM model for signature detection in emails:  
+https://medium.com/@jean-baptiste.polle/lstm-model-for-email-signature-detection-8e990384fefa