Visualization of the CPD (left) and CFI (right) based on <i>n</i> = 100 samples and the true function <i>f</i>.

Abstract

Since β4 = 0 in this example the 4-th component has no effect on the value of f resulting in a CFI of zero and a flat CPD. Since we are not estimating f, the CFI values exactly correspond to the β-coefficients in this example.</p