Geometric goodness of fit measure to detect patterns in data point clouds

Alberto Hernández, Maikol Solís, Ronald Zúñiga

We derived a geometric goodness-of-fit index, similar to $R^2$ using topological data analysis techniques. We build the Vietoris-Rips complex from the data-cloud projected onto eac…