Machine Learning, Data Science, NLP, Dimensionality Reduction, Pca.
the result on a graph and see if it’s feasible to reduce the number of features to a smaller set of principal components, and how much of the variance the given number of principal components can explain about the original features. In the above graph, the red line represents cumulative explained