VAE-LIME: Deep Generative Model Based Approach for Local Data-Driven Model Interpretability Applied to the Ironmaking Industry

no code implementations • 15 Jul 2020 • Cedric Schockaert, Vadim Macher, Alexander Schmitz

In comparison with LIME, VAE-LIME is showing a significantly improved local fidelity of the local interpretable linear model with the black-box model resulting in robust model interpretability.

Time Series Analysis