Before revision:  Particularly, due to market integration,  predictive accuracy is improved from 15.7\% to 12.5\% sMAPE (symmetric mean absolute percentage error).
After revision:  Particularly, due to market integration, the predictive accuracy is improved from 15.7\% to 12.5\% sMAPE (symmetric mean absolute percentage error).