AcademiaSinicaNLPLab / emotion-detection-modules

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Two new modules #14

Closed leechengyi closed 10 years ago

leechengyi commented 10 years ago
  1. Create Feature (0-799)(for SVM training)
    • Dividing a document into sections
      • Example: beginning 20% + content 60% + ending 20%
      • Count by sentence/word
    • Assigning feature values
      • Accumulated pattern score
      • above threshold --> occurrence of emotion +1
      • Simple average
      • arithmetic mean of pattern scores
  2. Document Scoring (800-999)(by SVM testing)
    • Feature extraction --> SVM classification