Completed:

  • Set up AWS instance
  • Processed 2058 of each emotion and trained
  • Accuracy around 50 to 60%
  • Used log loss for SVM

Todo:

  • Balance emotions in train/test split
  • Currently shuffled split may not be balanced
  • Migrate code to AWS and expand EBS storage
  • Train second classifier for contempt, disgust, and fear

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