A cross entropy test allows quantitative statistical comparison of t-SNE and UMAP representations.

Roca, Carlos P; Burton, Oliver T; Neumann, Julika; Tareen, Samar; Whyte, Carly E; Gergelits, Vaclav; Veiga, Rafael V; Humblet-Baron, Stéphanie; Liston, Adrian

Roca, Carlos P; Burton, Oliver T; Neumann, Julika; Tareen, Samar; Whyte, Carly E; Gergelits, Vaclav; Veiga, Rafael V; Humblet-Baron, Stéphanie; Liston, Adrian.

Roca CP; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
Burton OT; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
Neumann J; VIB Center for Brain and Disease Research, 3000 Leuven, Belgium.
Tareen S; KU Leuven - University of Leuven, Department of Microbiology and Immunology, 3000 Leuven, Belgium.
Whyte CE; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
Gergelits V; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
Veiga RV; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
Humblet-Baron S; Immunology Programme, The Babraham Institute, Babraham Research Campus, Cambridge CB22 3AT, UK.
Liston A; VIB Center for Brain and Disease Research, 3000 Leuven, Belgium.