2 effective ways to explain your predictions (Ep. 163) - a podcast by Francesco Gadaleta
from 2021-08-03T09:52:11
::
::
Our Sponsor
Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.
References
Fisher, Aaron, Cynthia Rudin, and Francesca Dominici. “Model Class Reliance: Variable importance measures for any machine learning model class, from the ‘Rashomon’ perspective.” http://arxiv.org/abs/1801.01489 (2018).
- Python SHAP
https://github.com/slundberg/shap
Further episodes of Data Science at Home
Further podcasts by Francesco Gadaleta
Website of Francesco Gadaleta