this.lastTrainingSet = trainingSet;
switch( this.learningType )
{
case ResilientPropagation:
this.training = new TrainFlatNetworkResilient(this.flat,
this.lastTrainingSet);
break;
case ManhattanUpdateRule:
this.training = new TrainFlatNetworkManhattan(this.flat,