Guanzhe Zhang

UMAP dimensionality reduction method compared to PCA and t-SNE

A new paper compares Uniform Manifold Approximation and Projection (UMAP) with other dimensionality reduction techniques like PCA and t-SNE. The study systematically evaluates supervised UMAP for both regression and cla…