Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
the most significant singular values (i.e., the largest ones) and their corresponding vectors, an approximate representation of the original data is obtained. This method significantly reduces the resources required for storage and processing while maintaining key characteristics of the data. For