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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write a classification algorithm for recognizing handwritten digits.
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a classification algorithm for recognizing handwritten digits should be based on supervised machine learning. the algorithm should use a training dataset of handwritten digits, with labels associated with each image, and a test dataset of handwritten digits without labels. the algorithm should use a classifier to learn the features and patterns of the training data and predict the labels of the test data. the features could include overall shape, size, orientation, black/white ratio, and the presence of lines, curves, and other features.
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