Machine Learning, Data Science, NLP, Dimensionality Reduction, Pca.
reduction, and the blue line is the result of limiting the number of features in the first place when fitting Tfidf vectorizer. We can see that limiting the number of features in the first place with Tfidf vectorizer yield better result than reducing the dimensions from bigger features. This is not