Opening the Black Box of Machine Learning

The thesis aims to make the ML prediction interpretable. The main focus is studying Variable Importance (VI), Partial Dependence Plots (PDP), etc. Recent literature proposes different techniques for their computation. Your task is to compare them for selected ML methods on several datasets.

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