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Metrics & Evaluation

The numbers that tell you whether your model is actually working — accuracy, F1, AUC, perplexity, BLEU.

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  1. 1. ○ Accuracy – Multiclass
  2. 2. ○ Confusion Matrix
  3. 3. ○ Precision, Recall & F1
  4. 4. ○ AUC-ROC
  5. 5. ○ Expected Calibration Error
  6. 6. ○ Perplexity from Logits
  7. 7. ○ BLEU-1gram