private void btnPrune_Click(object sender, EventArgs e)
{
Prune prune = new Prune(this.network, PruneSelectiveForm.XOR_INPUT, this.obtainIdeal(), 0.05);
int count = prune.PruneSelective();
this.network = prune.CurrentNetwork;
this.SetText("Prune removed " + count + " neurons.");
}
public void ThreadProc()
{
int update = 0;
Prune prune = new Prune(0.7, 0.5, PruneIncrementalForm.XOR_INPUT, this.obtainIdeal(), 0.05);
prune.StartIncremental();
while (!prune.Done) {
prune.PruneIncramental();
update++;
if (update == 10) {
this.SetText( "Cycles:" + prune.Cycles
+ ",Hidden Neurons:" + prune.HiddenNeuronCount
+ ", Current Error=" + prune.Error);
update = 0;
}
}
this.SetText( "Best network found:" + prune.HiddenNeuronCount
+ ",error = " + prune.Error);
this.network = prune.CurrentNetwork;
//this.btnRun.Enabled = true;
}