Analyzing the Structure of Handwritten Digits: A Comparative Study of PCA, Factor Analysis, and UMAP

Jyotiraditya Gupta

Handwritten digit images lie in a high-dimensional pixel space but exhibit strong geometric and statistical structure. This paper investigates the latent organization of handwritte…