Predicting the Direction Movement of Financial Time Series Using Artificial Neural Network and Support Vector Machine

Table 10

Tuning parameters for the feed-forward neural network model.

Parameters	Levels
Hidden layer	1
Neurons in hidden layer	1
Threshold	0.04
Activation function	Logistic
Stopping criteria (epoch)	1591316
Algorithm	Resilient back-propagation
Accuracy level	Cross entropy
Error	718.41