public void ApplyPunishment()
{
float t = 1;
Transition marked = markedDistributions.Pop();
while (marked != null)
{
OutputDistribution distribution = marked.GetOutputDistribution();
foreach (string name in markedSymbols)
{
float change = parameters [3] * t *curSymbol.GetValue() / marked.GetConfidence();
distribution.UpdateSymbolProbabilityForAllBut(name, change);
marked.AddToConfidence(parameters [3] * t * curSymbol.GetValue());
foreach (State state in states)
{
Transition nextTransition = state.GetTransitionOn(new Symbol(marked.GetSymbolName(), 0.0f));
if (nextTransition != null)
{
nextTransition.GetOutputDistribution().UpdateSymbolProbabilityForAllBut(name, change);
nextTransition.AddToConfidence(parameters [6] * parameters [3] * t * curSymbol.GetValue());
}
}
}
t *= parameters [7];
if (markedDistributions.Count > 0)
{
marked = markedDistributions.Pop();
}
else
{
marked = null;
}
}
markedSymbols = new List <String> ();
}
