We welcome back <a href= "https://homes.cs.washington.edu/~marcotcr/" rel="nofollow">Marco Tulio Ribeiro</a> to discuss research he has done since our original discussion on <a href= "https://dataskeptic.com/blog/episodes/2016/trusting-machine-learning-models-with-lime" rel="nofollow">LIME</a>. In particular, we ask the question <a href= "https://homes.cs.washington.edu/~marcotcr/acl19_implication.pdf" rel="nofollow">Are Red Roses Red?</a> and discuss how <a href= "https://homes.cs.washington.edu/~marcotcr/aaai18.pdf" rel= "nofollow">Anchors</a> provide high precision model-agnostic explanations. Please take our <a href= "https://docs.google.com/forms/d/e/1FAIpQLSc7SbmG04zJFxrDsMH0uIm1geqKwDSJ6P3gq3oGl_9T251Pww/viewform" rel="nofollow">listener survey</a>.

Shapley Values

The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.