If the forecast value is bigger than the actual value, then actual value is overpredicted. The difference between the forecast and actual value is called forecast error. Note: In the econometric methodology, if the chosen model does not refute the hypothesis, it can be used to predict the future value of the dependent variable (or forecast) Y, on the basis of independent variable (or predictor) X.
