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replica between the two. R2 is the percentage of variance captured by the surrogate model. SSE is the sum of squared error. SST is the sum of squares' total. y^∗(i) is the prediction for the i-th instance of the surrogate model. y^(i) Is the prediction of the black-box model. y^¯ Is the mean of the