Recommendation System.
essence. The logarithmic transformation within the TFIDF formula plays a crucial role in preserving the integrity of the analysis. It prevents a skewed distribution of influence, ensuring that both common and rare terms contribute meaningfully to the final TFIDF values. This integrity safeguards