Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
instance, in image compression, SVD is used to identify and remove redundant information in image data, thereby reducing file size while maintaining visual quality. Feature Extraction Feature extraction is a key step in machine learning and pattern recognition. SVD can extract the most important