What we can Learn from Black-box Models

Data exploration and knowledge generation using non-linear models

(source: flaticon)

Black-box models can automatically model complex relationships. Capturing these trends in data is what increases their accuracy compared to linear models.

Yet, accuracy is only one of the benefits.