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What is a real world example of Interpretable Machine Learning Models

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A company chooses a decision tree, an interpretable model, over a complex neural network so it can easily explain loan decisions to customers.

Real-world example A company chooses a decision tree, an interpretable model, over a complex neural network so it can easily explain loan decisions to customers.

Common follow-ups: What is Explainable AI (XAI), How is Interpretable Machine Learning Models evaluated in practice, What tools are commonly used for Interpretable Machine Learning Models

Explainable AI (XAI) topics: Introduction to Explainable AI Why Model Interpretability Matters SHAP Values for Model Explanation