Finding and Visualising Interactions

Analysing interactions using feature importance, Friedman’s H-statistic and ICE Plots

Conor O'Sullivan
Towards Data Science
11 min readJan 16, 2021

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The side effects of medication can depend on your gender. Inhaling asbestos increases the chance of lung cancer more for smokers than non-smokers. If you are more moderate/liberal your acceptance of climate change tends to increase with higher levels of…

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PhD Student | Writer | Houseplant Addict | Follow me for articles on IML, XAI, Algorithm Fairness and Remote Sensing