Tag: AI interpretability

Advanced Analytics | Artificial Intelligence | Machine Learning
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Interpret model predictions with partial dependence and individual conditional expectation plots

Continuing our series on model interpretability, this post explains two methods for plotting variables that can give insight into how a model is working. Assessing a model`s accuracy usually is not enough for a data scientist who wants to know more about how a model is working. Often data scientists

Advanced Analytics | Artificial Intelligence | Machine Learning
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Interpretability is crucial for trusting AI and machine learning

As machine learning takes its place in many recent advances in science and technology, the interpretability of machine learning models grows in importance. We are surrounded with applications powered by machine learning, and we’re personally affected by the decisions made by machines more and more every day. From the mundane