Add performance to readme

Author: YNedderhoff

README.md

@@ -1,8 +1,30 @@
 # cle-dependency-parser
-A dependency parser that implements Chu–Liu/Edmonds' algorithm.
-
 [![Code Issues](http://www.quantifiedcode.com/api/v1/project/18eed7d238484444811520e549c1a50d/badge.svg)](http://www.quantifiedcode.com/app/project/18eed7d238484444811520e549c1a50d)
 
 Configure start-cle.sh to tell the programm what to do. (Train, Test, ...)
 
 Training, Dev and Test Data has to be in ConLL06-Format (http://ilk.uvt.nl/conll/#dataformat)
+
+Performance:
+
+Models:
+
+1. 1 epoch, alpha = 0.5
+2. 10 epochs, alpha = 0.5
+3. 10 epochs, alpha = 0.5, alpha-decreasing
+
+English test data (F-Score in %):
+
+| Model         | UAS           | CS    |
+| ------------- |:-------------:| -----:|
+| 1             | 83.0          | 13.0  |
+| 2             | 87.0          | 19.0  |
+| 3             | 87.0          | 18.0  |
+
+German test data (F-Score in %):
+
+| Model         | UAS           | CS    |
+| ------------- |:-------------:| -----:|
+| 1             | 85.0          | 31.0  |
+| 2             | 88.0          | 37.0  |
+| 3             | 89.0          | 39.0  |