Based on these results and as we consider that both emphasized and not-emphasized cases should be correctly predicted, we chose using both future features and past prediction results.
the best accuracy was 77.4% at F i+1 i−1 and H i−1 i−1 (-1 only), then recall and precision rates of emphasized accent phrase were 64.2% and 70.6%, respectively.