slds-lmu / iml_methods_limitations

Seminar on Limitations of Interpretable Machine Learning Methods
https://slds-lmu.github.io/iml_methods_limitations/
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Precise explanations #24

Closed gcskoenig closed 5 years ago

gcskoenig commented 5 years ago

The overall structure and content is good and correct (and I think we would all understand it correctly). However, if you imagine someone who does not know the methods, the person might misunderstand certain things.

E.g. the second sentence: “…and can reveal the nature of dependence structure between target and individual feature variable.” Is that really the case? How could you rephrase it to make it more precise?

Sometimes it might be helpful to translate the sentence back to German and thank think about whether that is what you want to say. E.g. "It is recommended that the most interpretable plots occur when the minimum or the maximum observed value is chosen."