Refers to a characteristic vital for defining, classifying, or assessing a system’s performance, status, or condition. In the context of computational models and algorithms, parameters are elements that influence the system’s operation or outcome, such as settings that control the model’s behavior or variables that define its state. The selection of optimal parameters is critical for maximizing a model’s effectiveness and accuracy, often involving automated processes to evaluate and choose the best settings based on the data at hand. This process is essential in tailoring models to specific datasets, ensuring they perform optimally in various tasks.