Jul 25, 2017 · 1 min read
The BV tradeoff isn't really about model interpretability, although complexity and interpretability are often correlated. You're trading assumptions with sensitivity, not necessarily increasing or decreasing interpretability. Many regularization methods may even make it harder to interpret the model.
