A Comparative Study of Persistence and Mapper in Topological Data Analysis
Together, persistent homology and Mapper provide complementary topological perspectives on the same data: persistent homology identifies a quantitatively distinct topological structure between the benign and malignant groups (quantified via the 1-Wasserstein distance), while Mapper localizes where this difference manif...