Basic idea
If an explanatory variable has a large influence on prediction for a particular instance, then its corresponding CP profile must present large fluctuations.
If an explanatory variable has little influence on prediction for a particular instance, then its corresponding CP profile must present bare fluctuations and be close to the original prediction of the model.
- The sum of differences between the profile and the prediction (across all possible values of the explanatory variable) should be close to zero.