A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations

Josua Krause, Aritra Dasgupta, Jordan Swartz +2

Human-in-the-loop data analysis applications necessitate greater transparency in machine learning models for experts to understand and trust their decisions. To this end, we propos…