Model Prediction Accuracy and Model Interpretability Trade Off

In this video, we discuss the effects of choosing to model for predictability or for interpretability via this trade-off between prediction accuracy versus interpretability which are largely affected by the model's flexibility. We look at different models and how where they are plotted on a Model Interpretability-versus-Flexibility axes.