PinnedOlivier CaeleninThe Modern ScientistWhat is the Shapley value ?Do you know the SHAP method? The famous XAI local method. SHAP is based on the Shapley value. In this blog, you will open the box of how…9 min read·Dec 20, 2022--1--1
PinnedOlivier CaeleninThe Modern ScientistAre your models well calibrated ?A model can have a very good accuracy but be badly calibrated!4 min read·Nov 25, 2022--2--2
PinnedOlivier CaeleninThe Modern ScientistAgnostic explainable artificial intelligence (XAI)An introduction with simple code examples12 min read·Nov 25, 2022----
Olivier CaelenVisual Deception in NumbersUnraveling the Mystery of Anscombe’s Quartet4 min read·Jan 10, 2024----
Olivier CaeleninTowards Data ScienceBerkson's Paradox in Machine LearningUnderstanding Hidden Biases in Data Analysis8 min read·Dec 22, 2023--6--6
Olivier CaelenExploring the Novel Features of XGBoost 2.0The Evolution of XGBoost: What’s New in Version 2.0?9 min read·Nov 20, 2023--2--2
Olivier CaeleninTowards Data ScienceUnleashing the Power of GPT: How to Fine-Tune Your ModelStep-by-step guide to GPT fine-tuning11 min read·Feb 18, 2023--15--15