SLISEMAP: Supervised dimensionality reduction through local explanations

Anton Björklund, Jarmo Mäkelä, Kai Puolamäki

Existing methods for explaining black box learning models often focus on building local explanations of model behaviour for a particular data item. It is possible to create global…