as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
provide a set of criteria for evaluating machine learning models.
user
there are several criteria which can be used to evaluate machine learning models. examples include accuracy, precision, recall, auc, f1 score, false positive rate, false negative rate, specificity, sensitivity, cost as well as feedback, user centric qualities and other metrics related to the problem. models should also be evaluated for robustness, scalability and security, as applicable.
assistant