The Effective Statistician - in association with PSI
Interpretable Machine Learning
40 min•5 juni 2023
Om avsnittet
Interview with Serg Masis
- Benefits of IML
- Interpretability as the ability to understand how a machine learning model works
- Interpretability is better than explainability.
- Black-box models can be interpretable if viewed from a different perspective.
- Glass box models gaining popularity in IML and provide the benefits of both white-box and black-box models.
- Various modeling approaches related to IML, including rule-based models, decision trees, local linear models, and additive models.
The Effective Statistician - in association with PSI med Alexander Schacht and Benjamin Piske, biometricians, statisticians and leaders in the pharma industry finns tillgänglig på flera plattformar. Informationen på denna sida kommer från offentliga podd-flöden.