Tuesday 13:10–13:40 in Track 2

Visualize, Explore and Explain Predictive ML Models

Przemyslaw Biecek

Audience level:
Intermediate

Description

Why you need tools for exploration, visualisation and explanation for predictive models? During the talk I will present use cases in which model interpretability is crucial and overview tools that support model interpretability (Ceteris Paribus, Break Down, LIME, live, auditor). See more at DALEXverse: https://github.com/pbiecek/DALEX

Abstract

The talk will be related to Explainable Artificial Intelligence (XAI). I will introduce key concepts and tools, as in the book https://github.com/pbiecek/DALEX_docs

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