feature importance – Andrew Fairless, Ph.D.

Tag: feature importance

What I Read: Features Are Important?

By Andrew Fairless on November 2, 2023October 5, 2023

https://www.kdnuggets.com/your-features-are-important-it-doesnt-mean-they-are-good Your Features Are Important? It Doesn’t Mean They Are GoodBy Samuele Mazzanti, Lead Data Scientist at JAKALASeptember 21, 2023 ““Feature Importance” is not enough. You also need to lookContinue readingWhat I Read: Features Are Important?

SHAP Tutorial

By Andrew Fairless on August 25, 2020August 23, 2020

Several months ago, I wrote a blog post for my company describing the importance of model interpretability in healthcare settings. Below is a tutorial on how to use the SHAPContinue readingSHAP Tutorial