Articles with "test instance" as a keyword



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Exploiting patterns to explain individual predictions

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Published in 2019 at "Knowledge and Information Systems"

DOI: 10.1007/s10115-019-01368-9

Abstract: Users need to understand the predictions of a classifier, especially when decisions based on the predictions can have severe consequences. The explanation of a prediction reveals the reason why a classifier makes a certain prediction,… read more here.

Keywords: test instance; explanation; classifier; instance ... See more keywords