When calculating the fit of a linear regression you compare the data points to the expected point which is got with the linear equation. You compare your points to theoretical points. When doing interpolation any points you create are already theoretical points so you have nothing to compare them to. For this reason I believe you cannot calculate the fit of an interpolation.