diff --git a/README.md b/README.md
index dfc6ee0..2732d52 100644
--- a/README.md
+++ b/README.md
@@ -7,12 +7,12 @@ The csv file *classification_labelled_corrected.csv* contains 1497 labeled news
 **Best F1 score results**:
 
 * **Support Vector Machines Classifier (SVM):**  
-F1 score: 0.8944166649330559  
+F1 score: 0.894  
 Best parameters set found on development set:
 {'SVC\__C': 0.1, 'SVC\__gamma': 0.01, 'SVC\__kernel': 'linear', 'perc\__percentile': 50}
 
 * **Naive Bayes Classifier**:  
-F1 score: 0.8324014738144634 (average)  
+F1 score: 0.832 (average)  
 Parameters: SelectPercentile(25), own Bag of Words implementation, 10-fold cross validation  
 
 The complete documentation can be found in the latex document in the *thesis* folder.
@@ -35,7 +35,7 @@ The scripts can be called separately.
 You need to enter a valid personal key for *webhose.io* before you call *Requester.py*.
 To run *NER.py* you need to change the path to the JAVAHOME environment variable in *find_companies* method. 
 
-
+---
 **Author:** Anne Lorenz / Datavard AG
 
 **Project Status:** work in progress
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