Traditionally, we can find clusters in the data by applying a 2D projection technique (e.g., UMAP).
We propose using the same approach on feature importance values to find model strategies.
To see how StrategyAtlas enables understanding complex machine learning models, check out the demo video:
Or try out the online demo.
If you want to refer to our system, please cite our paper using the following BibTeX entry: