Hands-on Tutorials

Finding and Visualising Non-Linear Relationships

Analysing non-linear relationships with partial dependence plots (PDPs), mutual information and feature importance

Conor O'Sullivan
Towards Data Science
10 min readJun 16, 2021

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Source: Author

When you first start driving you are less experienced and, sometimes, more reckless. As you age, you gain more experience (and sense)…

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