Open AccessComputer SciencePhilosophyMathematics

The Mythos of Model Interpretability

Zachary C. Lipton

2016.6.10COMMUNICATIONS OF THE ACM

DOI: 10.1145/3233231

tlooto Summary

In machine learning, the concept of interpretability is both important and slippery, so it is important to understand how these concepts can be modified.

Abstract

In machine learning, the concept of interpretability is both important and slippery.

Citation format

LIPTON, Zachary C. The mythos of model interpretability [preprint]. arXiv, 2016. arXiv:1606.03490.