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Eyal Bar Natan

Articles by Eyal Bar Natan

Wooden Blocks Men Stack on Top of Each Other Making a Pyramid
Hierarchical Level Selector: Finding the Right Level of Detail for Smarter Data Preprocessing

October 19, 2025

By Yuval Ben Dror & Eyal Bar Natan

Discover how Earnix’s Hierarchical Level Selector intelligently merges categorical hierarchies to create cleaner, faster, and more accurate predictive models. This innovative feature helps insurers and banks simplify complex data structures, improving both model performance and explainability.

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Model Analysis: Achieving Fairness Without Compromising Performance

January 5, 2025

By Yuval Ben Dror & Eyal Bar Natan

What’s the best way to handle the analytical challenges facing insurers and banks today? We at Earnix believe it starts with asking the right questions, challenging assumptions, and finding innovative ways to move forward. 

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