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Jul 18th, 2018
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  1. var pipeline = new LearningPipeline();
  2. pipeline.Add(new TextLoader(_dataPath).CreateFrom<DepartmentData>(userHeader: true, seperator: ','));
  3. pipeline.Add(new TextFeaturizer("Features", "Body"));
  4. pipeline.Add(new Dictionarizer("Label"));
  5. pipeline.Add(new StochasticDualCoordinateAscentClassifier());
  6. pipeline.Add(new PredictedLabelColumnOriginalValueConverter() { PredictedLabelColumn = "PredictedLabel" });
  7.  
  8. var model = pipeline.Train<DepartmentData, DepartmentPrediction>();
  9.  
  10. public class DepartmentData
  11. {
  12. [Column(ordinal: "0", name: "Label")]
  13. public float Department;
  14. [Column(ordinal: "1")]
  15. public string Body;
  16. }
  17.  
  18. public class DepartmentPrediction
  19. {
  20. [ColumnName("PredictedLabel")]
  21. public float Department;
  22.  
  23. [ColumnName("Score")]
  24. public float[] Score;
  25. }
  26.  
  27. Department, Body
  28. 1, Hello. 4 weeks ago I requested a replacement keycap for my keyboard. I still ahvent received the keycap. Perhaps you can confirm that it has been shipped?
  29. 13, I seem to have some problems when paying for you new mouse XZ-250 I'm being told that my card is not valid?
  30. 1, I just received the package I bought from you but I'm most definetly not satisfied with the shipment. The box was bended and broken when it received as well as the GPU inside. I demand that you ship a new one to me without charge. I've attached a few images of the box and the GPU here.
  31. /* etc... */
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