Before revision:  The results show that Feed-forward  networks perform well in predicting variables and oil price volatility has a significant impact on stock and industry market indices.
After revision:  The results show that Feed-forward neural networks perform well in predicting variables and oil price volatility has a significant impact on stock and industry market indices.