depending on the forecasting: Mainly there are 2 kinds (there are more) of forecasting, a numerical( a real number) or categorical (True/False). * for numerical forecasting the most usual metric is RMSE [Root Mean Square Error] * for categorical the most common one is AUC-ROC or AUC [Area Under the Curve of Recovery Operating Characteristic]