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
design a process for classifying text into two categories.
user
a process for classifying text into two categories can involve several steps. first, the text is preprocessed to remove any stopwords and punctuation. then, feature extraction techniques such as n-grams, tokenization, and tf-idf are used to create a feature space from the input text. finally, a classification algorithm such as support vector machines or naive bayes is used to make predictions on the text.
assistant