private static void GeneralizeAllChamps()
{
string[] xmls = Directory.GetFiles(_currentDir, "champion_genome*.xml", SearchOption.AllDirectories);
Console.WriteLine($"Found {xmls.Length} champion genomes");
int count = xmls.Length;
int iterations = GetIntegerConsoleInput("Enter number of iterations:");
NextExperiment();
EvaluationInfo[] results = new EvaluationInfo[count];
for (int i = 0; i < count; i++)
{
results[i] = _experiment.TestSavedChampion(xmls[i], iterations, 1, true, true)[0];
}
try
{
string genDataFile = $"{_currentDir}/{DATA_FILE_GEN}";
using (StreamWriter sw = File.AppendText(genDataFile))
{
sw.WriteLine("{0}, {1}, {2}, {3}, {4}, {5}", "Genome", "Iterations", "Mean", "Standard Deviation", "Max", "Min");
for (int i = 0; i < count; i++)
{
EvaluationInfo res = results[i];
sw.WriteLine(string.Format(CultureInfo.InvariantCulture,
"{0},{1},{2:F4},{3:F4},{4:F4},{5:F4}",
xmls[i], res.Iterations, res.ObjectiveFitnessMean, res.ObjectiveFitnessStandardDeviation, res.ObjectiveFitnessMax, res.ObjectiveFitnessMin));
}
}
}
catch (Exception ex)
{
_logger.Warn($"Could not write to generalization file: {ex.Message}", ex);
}
Console.WriteLine("Done. Press any key to exit...");
Console.ReadKey();
}