NLP/NLU Testing

• Reference: Test Set Insights
  • Humanification Insights
  • LOOCV Insights
  • Term Importance Insights
  • Test Set Scores
  • Utterance Similarity Insights
• Reference: NLP Quality Metrics
  • Confusion Matrix / Precision / Recall / F1-Score
  • Entity Confidence Deviation
  • Entity Confidence Risks
  • Entity Utterance Distribution
  • Intent Confidence Deviation
  • Intent Confidence Distribution
  • Intent Confidence Risks
  • Intent Mismatch Probability
  • Intent Utterance Distribution
  • Training Progress
  • Confidence Threshold
    • Confidence Score Reliability