Fibres of Failure: Classifying errors in predictive processes

Leo Carlsson, Gunnar Carlsson, Mikael Vejdemo-Johansson

We describe Fibres of Failure (FiFa), a method to classify failure modes of predictive processes using the Mapper algorithm from Topological Data Analysis. Our method uses Mapper t…