Dimensionality Reduction, Pca, Machine Learning, Lda, Curse Of Dimensionality.
manifold learning methods are more suitable. Manifold Learning In the manifold learning method, we unroll the data rather than projecting it onto the lower subspace. Swiss Roll Dataset Image (Obtained from Scikit-Learn Documentation) Let’s consider an example of the Swiss Roll dataset to understand