public void LoadDefaultParams()
{
string kn = ConfigReader.Read("KNeighbors");
if (kn != null)
{
KNeighbors = int.Parse(kn);
}
Prms.Add("KNeighbors", KNeighbors);
string pw = ConfigReader.Read("Pow");
if (pw != null)
{
Pow = double.Parse(pw.Replace(',', '.'), CultureInfo.InvariantCulture);
}
Prms.Add("Pow", Pow);
string nofs = ConfigReader.Read("NeighborsOffset");
if (nofs != null)
{
NeighborsOffset = int.Parse(nofs);
}
Prms.Add("NeighborsOffset", NeighborsOffset);
string ilen = ConfigReader.Read("InfoLength");
if (ilen != null)
{
InfoLength = int.Parse(ilen);
}
Prms.Add("InfoLength", InfoLength);
}
public int AddParam(IScnPrm prm)
{
if (!Prms.Contains(prm))
{
if (prm.Owner != null && prm.Owner != this)
{
prm.Owner.RemoveParam(prm);
}
Prms.Add(prm);
prm.Owner = this;
}
return(Prms.Count);
}
/// <summary>
/// Default parameters for random-forest algorithm
/// </summary>
private void LoadDefaultParams()
{
string rfc = ConfigReader.Read("RfCoeff");
if (rfc != null)
{
RfCoeff = double.Parse(rfc.Replace(',', '.'), CultureInfo.InvariantCulture);
}
Prms.Add("RfCoeff", RfCoeff);
string bifs = ConfigReader.Read("BatchesInFirstStep");
if (bifs != null)
{
BatchesInFirstStep = int.Parse(bifs);
}
Prms.Add("BatchesInFirstStep", BatchesInFirstStep);
string biss = ConfigReader.Read("BatchesInSecondStep");
if (biss != null)
{
BatchesInSecondStep = int.Parse(biss);
}
Prms.Add("BatchesInSecondStep", BatchesInSecondStep);
string tib = ConfigReader.Read("TreesInBatch");
if (tib != null)
{
TreesInBatch = int.Parse(tib);
}
Prms.Add("TreesInBatch", TreesInBatch);
string tbf = ConfigReader.Read("BatchesInBruteForce");
if (tbf != null)
{
BatchesInBruteForce = int.Parse(tbf);
}
Prms.Add("BatchesInBruteForce", BatchesInBruteForce);
string lfsb = ConfigReader.Read("IsLoadFirstStepBatches");
if (lfsb != null)
{
IsLoadFirstStepBatches = bool.Parse(lfsb);
}
Prms.Add("IsLoadFirstStepBatches", IsLoadFirstStepBatches);
string op = ConfigReader.Read("OutliersPrct");
if (op != null)
{
OutliersPrct = double.Parse(op.Replace(',', '.'), CultureInfo.InvariantCulture);
}
Prms.Add("OutliersPrct", OutliersPrct);
string so = ConfigReader.Read("IndexSortOrder");
if (so != null)
{
IndexSortOrder = so;
}
Prms.Add("IndexSortOrder", IndexSortOrder);
string st = ConfigReader.Read("IsSaveTrees");
if (st != null)
{
IsSaveTrees = bool.Parse(st);
}
Prms.Add("IsSaveTrees", IsSaveTrees);
string vcf = ConfigReader.Read("VarsCoeff");
if (vcf != null)
{
VarsCoeff = double.Parse(vcf.Replace(',', '.'), CultureInfo.InvariantCulture);
}
Prms.Add("VarsCoeff", VarsCoeff);
string ubt = ConfigReader.Read("UseBatchLogit");
if (ubt != null)
{
UseBatchLogit = bool.Parse(ubt);
}
Prms.Add("UseBatchLogit", UseBatchLogit);
}
