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What is Explainable AI (XAI)

What is explainable AI ? Explainable artificial intelligence ( XAI ) is a set of processes and methods that allows human users to comprehend and trust the results and output created by machine learning algorithms.

The AI community is more concerned about the black-box issue following the establishment of rules for trustworthy AIs that are safe to use. eXplainable Artificial Intelligence ( XAI ) techniques are aimed at producing ML models with a good interpretability-accuracy tradeoff via: ( i ) building white/gray-box ML models which are interpretable by ...

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What is explainable AI

Learn how Explainable AI ( XAI ) makes complex machine learning models transparent. Discover key techniques like SHAP and LIME to build trust in Ultralytics YOLO26.

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