The Marginal Effect

A data scientist wants to understand how a house price model's predictions change on average as square footage increases, while averaging out the effects of all other features like location and age. Which technique is designed for this?

A

Principal component analysis

B

K-fold cross-validation

C

Partial dependence plot

D

Individual conditional expectation (ICE) plot

E

Confusion matrix