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Add performance to readme
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README.md

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

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