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Oct 22nd, 2019
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  1. > data $ mallet train-classifier --input languageTraining_DE_EN.mallet --training-portion 0.9
  2. Training portion = 0.9
  3. Unlabeled training sub-portion = 0.0
  4. Validation portion = 0.0
  5. Testing portion = 0.09999999999999998
  6.  
  7. -------------------- Trial 0  --------------------
  8.  
  9. Trial 0 Training NaiveBayesTrainer with 34 instances
  10. Trial 0 Training NaiveBayesTrainer finished
  11. Trial 0 Trainer NaiveBayesTrainer training data accuracy = 1.0
  12. Trial 0 Trainer NaiveBayesTrainer Test Data Confusion Matrix
  13. Confusion Matrix, row=true, column=predicted  accuracy=0.75 most-frequent-tag baseline=0.5
  14.  label   0   1  |total
  15.   0 de   1   1  |2
  16.   1 en   .   2  |2
  17.  
  18. Trial 0 Trainer NaiveBayesTrainer test data precision(de) = 1.0
  19. Trial 0 Trainer NaiveBayesTrainer test data precision(en) = 0.6666666666666666
  20. Trial 0 Trainer NaiveBayesTrainer test data recall(de) = 0.5
  21. Trial 0 Trainer NaiveBayesTrainer test data recall(en) = 1.0
  22. Trial 0 Trainer NaiveBayesTrainer test data F1(de) = 0.6666666666666666
  23. Trial 0 Trainer NaiveBayesTrainer test data F1(en) = 0.8
  24. Trial 0 Trainer NaiveBayesTrainer test data accuracy = 0.75
  25.  
  26. NaiveBayesTrainer
  27. Summary. train accuracy mean = 1.0 stddev = 0.0 stderr = 0.0
  28. Summary. test accuracy mean = 0.75 stddev = 0.0 stderr = 0.0
  29. Summary. test precision(de) mean = 1.0 stddev = 0.0 stderr = 0.0
  30. Summary. test precision(en) mean = 0.6666666666666666 stddev = 0.0 stderr = 0.0
  31. Summary. test recall(de) mean = 0.5 stddev = 0.0 stderr = 0.0
  32. Summary. test recall(en) mean = 1.0 stddev = 0.0 stderr = 0.0
  33. Summary. test f1(de) mean = 0.6666666666666666 stddev = 0.0 stderr = 0.0
  34. Summary. test f1(en) mean = 0.8 stddev = 0.0 stderr = 0.0
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