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
how do we measure the success of a neural network?
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the success of a neural network can be measured by assessing accuracy, precision, recall, and other relevant metrics on a dataset. in addition, evaluating the network's performance on unseen data can provide insight into the network's generalization ability. finally, evaluating the network architecture and hyperparameters can give an indication of the network's ability to learn from data.
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