LLM Embeddings vs TF-IDF vs Bag-of-Words: Which Works Better in Scikit-learn?

Feb 26, 2026 - 23:08
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LLM Embeddings vs TF-IDF vs Bag-of-Words: Which Works Better in Scikit-learn?
Machine learning models built with frameworks like scikit-learn can accommodate unstructured data like text, as long as this raw text is converted into a numerical representation that is understandable by algorithms, models, and machines in a broader sense.

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