Evaluation metrics are quantitative measures used to assess the performance and effectiveness of predictive models, particularly in the context of drug discovery and design. These metrics help researchers compare different models, ensuring that they can accurately predict desired outcomes such as biological activity, toxicity, or pharmacokinetics. By providing a standardized way to gauge model performance, evaluation metrics are crucial for making informed decisions about which compounds to prioritize during the de novo drug design process.
congrats on reading the definition of evaluation metrics. now let's actually learn it.