@article{acomparativeanalysisofprincipalcomponent, title = {A Comparative Analysis of Principal Component Analysis (PCA) and Singular Value Decomposition (SVD) as Dimensionality Reduction Techniques}, author = {Michael Gyimadu and Gregory Bell and Ph. D}, year = {2025}, eprint = {2506.16663}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.16663v3}, }