Fast and Accurate Explanations of Distance-Based Classifiers by Uncovering Latent Explanatory Structures

Florian Bley, Jacob Kauffmann, Simon León Krug +2

Distance-based classifiers, such as k-nearest neighbors and support vector machines, continue to be a workhorse of machine learning, widely used in science and industry. In practic…