* @param theDataset The dataset.
*/
public EncogModel(VersatileMLDataSet theDataset) {
this.dataset = theDataset;
this.methodConfigurations.put(MLMethodFactory.TYPE_FEEDFORWARD,
new FeedforwardConfig());
this.methodConfigurations
.put(MLMethodFactory.TYPE_SVM, new SVMConfig());
this.methodConfigurations.put(MLMethodFactory.TYPE_RBFNETWORK,
new RBFNetworkConfig());
this.methodConfigurations.put(MLMethodFactory.TYPE_NEAT,