Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
dimensionality reduction or feature extraction. High levels of noise can affect the calculation of singular values, leading to inaccurate outcomes. Interpretation Challenges: While SVD can reveal the underlying structure of data, interpreting the meaning of these structures is not always