Interpretable Machine Learning with iml and mlr
Machine learning models repeatedly outperform interpretable, parametric models like the linear regression model.
The gains in performance have a price: The models operate as black boxes which are not interpretable.
Fortunately, there are many methods that can make machine learning models interpretable.
The R package iml provides tools for analysing ...
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