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What are the differences between TF-idf and Delta Tf-idf?
Which algorithm is more optimal for large datasets?
Both TF-idf and Delta Tf-idf can handle large datasets, however, Delta Tf-idf tends to be more computationally expensive because it requires information about the entire collection. In this sense, TF-idf may be more practical for very large datasets or real-time applications.