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Can you describe how you would design a simple text classification system using Natural Language Processing techniques?

To design a simple text classification system, I would first gather a labeled dataset containing text samples and their corresponding categories. Next, I would preprocess the text by tokenizing, removing…

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Can you describe how you would design a simple text classification system using Natural Language Processing techniques?

COVER // CAN YOU DESCRIBE HOW YOU WOULD DESIGN A SIMPLE TEXT CLASSIFICATION SYSTEM USING NATURAL LANGUAGE PROCESSING TECHNIQUES?

To design a simple text classification system, I would first gather a labeled dataset containing text samples and their corresponding categories. Next, I would preprocess the text by tokenizing, removing stop words, and applying techniques like stemming or lemmatization. Then, I would use a machine learning model, such as a Naive Bayes classifier, to train the model on this data and finally evaluate the model’s performance using metrics like accuracy or F1 score.

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