SpletChapter 5 Interpretable Models The easiest way to achieve interpretability is to use only a subset of algorithms that create interpretable models. Linear regression, logistic regression and the decision tree are commonly used interpretable models. In the following chapters we will talk about these models. SpletIn this chapter we will systematically analyze a number of scenarios in order to see under which conditions PDPs can be causally interpreted or not. 4.2 Motivation Before we have a look at various scenarios and settings involving interventions, let's look at …
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