/// <summary>
/// Adding new precedents
/// </summary>
/// <param name="ageSize">Size of one age</param>
/// <param name="maxAgeIterations">Limit count of ages</param>
/// <param name="goodTeachingRatio">convergence condition</param>
/// <param name="errorPiece">maximum piece of errors</param>
/// <returns>train successeful? </returns>
public CommonTrainInfo Train(int ageSize, int maxAgeIterations, double goodTeachingPiece, double errorPiece)
{
int maxAgeNumber = Math.Min(maxAgeIterations, TrainingSignatura.Count / ageSize);
int errorLimitPerAge = (int)errorPiece * ageSize;
int convergenceNum = (int)goodTeachingPiece * ageSize;
CommonTrainInfo TeachInformation = new CommonTrainInfo(errorLimitPerAge, convergenceNum);
for (int ageNumber = 0; ageNumber < maxAgeNumber; ageNumber++)
{
AgeTrainInfo ageInfo = TrainOneAge(ageSize, ageNumber * ageSize);
TeachInformation.AddAge(ageInfo);
if (TeachInformation.IsFailedLearning())
{
return(TeachInformation);
}
if (TeachInformation.IsConvergence())
{
TeachInformation.IsTrained = true;
return(TeachInformation);
}
}
TeachInformation.IsTrained = true;//!!!mb temp!!!
return(TeachInformation);
}
public void AddAge(AgeTrainInfo ageInfo)
{
Info.Add(ageInfo);
}