what is singular value decomposition of a matrix
the generalization of the eigendecomposition of a positive semidefinite normal matrix ( for example , a symmetric matrix with positive eigenvalues ) to any m × n ( \ displaystyle m \ times n ) matrix via an extension of the polar decomposition