output
20112026
most citedA review of possible effects of cognitive biases on the interpretation of rule-based machine learning models

138 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2018 · cs.LGShow all

1 paper · 2 filters

cs.LG2018★ 70 cited

On Cognitive Preferences and the Plausibility of Rule-based Models

Johannes Fürnkranz, Tomáš Kliegr, Heiko Paulheim

It is conventional wisdom in machine learning and data mining that logical models such as rule sets are more interpretable than other models, and that among such rule-based models,…