A Cross Entropy test allows quantitative statistical comparison of t-SNE and UMAP representations

Carlos P. Roca1, Oliver T. Burton, Julika Neumann +4

The advent of high dimensional single cell data in the biomedical sciences has necessitated the development of dimensionality-reduction tools. t-SNE and UMAP are the two most frequ…