Overview: This book is open access, which means that you have free and unlimited access.Explainable AI (xAI) aims to create tools and models that are predictive, interpretable, understandable for humans.Topic rThis is an open access book..Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged
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