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.
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explain how machine generalization works.
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machine generalization is the ability of a machine learning algorithm to apply what it has learned from training data to unseen data. the generalization process involves the algorithm recognizing patterns in the data and creating a model that can be used to solve problems without needing to explicitly input new data. this is then used to make predictions on unseen data, allowing the algorithm to “generalize” from the data it has been trained on.
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