Predictive Modeling › Model Interpretability in Predictive Models
What is Model Interpretability in Predictive Models
BeginnerAnswer
Model interpretability in predictive models refers to how easily humans can understand why a model made a particular prediction.
Real-world example A bank needs strong model interpretability to explain to regulators exactly why a loan application was denied by their predictive model.