A Topological Machine Learning Pipeline for Classification

Francesco Conti, Davide Moroni, Maria Antonietta Pascali

In this work, we develop a pipeline that associates Persistence Diagrams to digital data via the most appropriate filtration for the type of data considered. Using a grid search ap…