Evaluation

Domain: NLP Fundamentals

🎯 Motivation

Measuring how good an NLP model is. Metrics include accuracy, F1, BLEU, and perplexity.

📋 Concrete Example

A translation model is evaluated with BLEU score comparing its output to human translations.

🔗 Analogy

Like a report card with different grades for different subjects - each metric measures a different aspect.