Evaluation Metrics

Evaluation metrics are tools used to measure how well a system or model performs, especially in tasks like answering questions or providing information. Common metrics include accuracy, which shows the percentage of correct answers; precision, which measures how many of the answers given are correct; and recall, which indicates how well the system finds all relevant answers. In general knowledge, these metrics help assess how effectively a system understands and communicates information, ensuring it meets user needs and expectations. They are crucial for improving the quality and reliability of knowledge-based systems.