iPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios

1 code implementation • 13 Jun 2023 • Maximilian Muschalik, Fabian Fumagalli, Rohit Jagtani, Barbara Hammer, Eyke Hüllermeier

Post-hoc explanation techniques such as the well-established partial dependence plot (PDP), which investigates feature dependencies, are used in explainable artificial intelligence (XAI) to understand black-box machine learning models.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)