Before revision:  As a direct illustration, we build a mapper from a supervised machine learning model trained on the FashionMNIST data set . We show that the stable paths in the cover filtration provide improved explanations of relationships between subpopulations of images.
After revision:  As a direct illustration, we build a mapper from a supervised machine learning model trained on the FashionMNIST data set provide improved explanations of relationships between subpopulations of images.