/// <summary>
/// This assumes that we are not using the dll interface, because we can get CV labels and save much more directly.
/// </summary>
/// <param name="doSave"></param>
/// <param name="path"></param>
public virtual void SaveModelByLongEval(bool doSave, string path)
{
Prepare();
setFeatures();
object[] args = getObjArgs();
object argsOut;
OptoGlobals.CreateDirectoryAndThenFile(path);
OptoGlobals.executor.Feval("longMCSave", 2, out argsOut, doSave, path, getFunctionString(),
_nLearners, Util.TwoDimListToSmoothArray(myTrX), Util.TwoDimListToSmoothArray(myTeX),
OptoGlobals.trainingYIntArray, OptoGlobals.testingYIntArray, myBaseLabels, args);
object[] parsedArgsOut = (object[])argsOut;
if (!Multiclass)
{
CVGeneratedLabels = ListFromColumnArray((int[, ])parsedArgsOut[0]);
GeneratedLabels = ListFromColumnArray((int[, ])parsedArgsOut[1]);
}
else
{
CVGeneratedLabels = ListFromColumnArray((int[, ])parsedArgsOut[0]);
GeneratedLabels = ListFromColumnArray((int[, ])parsedArgsOut[1]);
}
NullData();
}
private void dumpPopulationToFile()
{
OptoGlobals.CreateDirectoryAndThenFile(_currentGenPath);
using (StreamWriter fout = new StreamWriter(File.Create(_currentGenPath)))
{
foreach (Optimizer O in Population)
{
fout.WriteLine(O.ToString());
}
}
}
public OptimoEvolver(int PopSize, CrossoverType xType, string fileStem, bool loadFromFile = false)
{
ReadInCurrentGeneration = loadFromFile;
CountFeatures = OptoGlobals.IsDebugMode;
Console.WriteLine("Count Features is " + (CountFeatures ? "On" : "Off"));
generation = 0;
_cross = xType;
_popSize = PopSize;
_population = new List <T>(_popSize);
FileStem = fileStem;
for (int i = 0; i < _popSize; ++i)
{
_population.Add(new T());
}
_outputPath = FileStem + "OutputTable.csv";
_currentGenPath = FileStem + "/CurrentGenPop.csv";
_lookup = new Dictionary <string, Tuple <Double, Double> >();
if (File.Exists(_outputPath))
{
readLookupFromFile();
}
else
{
OptoGlobals.CreateDirectoryAndThenFile(_outputPath);
}
if (FocusOnAllColumns)
{
SetPopToAllCols();
}
if (ReadInCurrentGeneration)
{
if (File.Exists(_currentGenPath))
{
loadPopulationFromFile();
}
else
{
dumpPopulationToFile();
}
}
}