The ablation value for a given parameter is the proportion of variance (R 2 ) explained by this parameter together with all its interactions, corresponding to the reduction in adjusted R 2 of the linear model fit if the parameter were left out.
it allows us to find out whether a certain parameter has a substantial effect on model performance (on top of all other parameters).