Serafeim Loukas, PhD
1 min readFeb 28, 2020

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Very nice article. Just one question: “The first number in each row shows the reduction in model performance by the reshuffle of that feature.
The second number is a measure of the randomness of the performance reduction for different reshuffles of the feature column.” How can we be sure that these values show the performance reduction and NOT the actual weights (coefficients) of the model? The eli5 documentation is not clear at all for this topic.

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Serafeim Loukas, PhD
Serafeim Loukas, PhD

Written by Serafeim Loukas, PhD

Data Scientist @ Natural Cycles (Switzerland). PhD, MSc, M.Eng. Bespoke services on demand

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