Title: A Review Of Possible Effects Of Cognitive Biases On Interpretation Of Rule-Based Machine Learning Models.
Authors: Sherzod Yarashev, Elyor G\'aybulloyev, Begzod Erkinov, Temur Ochilov, Jurabek Abdiyev
Volume: 5
Issue: 3
Pages: 8-19
Publication Date: 3/28/2021//
Abstract:
While the interpretability of machine learning models is often equated with their mere syntactic comprehensibility, we think that interpretability goes beyond that, and that human interpretability should also be investigated from the point of view of cogn