We find that the best RMSE for two variables (0.042) is only slightly lower than that for one (0.043), so it is doubtful that a second variable helps.
our analysis suggests that among our candidates, the best predictor of optimism is simply where γ = 0.938, with this value being independent of domain, training set size, and n-gram order.