Retail & E-commerce Immersive Experience

From Data To Insights – A game-theoretic approach to break down ML models into individual predictions

Feb 15, 2022 | 10:00 AM - 10:30 AM

Masterclass 3


With Exasol’s database we can accelerate our data science workflow by allowing our analytics teams to build complex machine learning models using Python. But what if we want to break the model down into an individual prediction? In this masterclass, we will show you how we use SHAP (SHapley Additive exPlanations), a game-theoretic approach to explain the output of any machine learning model. By breaking down a prediction we can show the impact of each feature and explain individual predictions of a customer experience score.


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