public override PCFuzzySystem TuneUpFuzzySystem(PCFuzzySystem Classify, ILearnAlgorithmConf conf)
{
result = Classify;
Init(conf);
switch (voteType)
{
case 0:
{
int i = 0;
List <KnowlegeBasePCRules> populsOfOneAlgorithm = new List <KnowlegeBasePCRules>();
for (int p_i = 0; p_i < populInFirstAlg; p_i++)
{
populsOfOneAlgorithm.Add(result.RulesDatabaseSet[i]);
i++;
}
Console.WriteLine("Bagging First: ");
Console.WriteLine("Обуч: " + Math.Round(result.ClassifyLearnSamplesBagging(populsOfOneAlgorithm), 2));
Console.WriteLine("Тест: " + Math.Round(result.ClassifyTestSamplesBagging(populsOfOneAlgorithm), 2));
populsOfOneAlgorithm.Clear();
if (populInSecondAlg > 0)
{
for (int p_i = 0; p_i < populInSecondAlg; p_i++)
{
populsOfOneAlgorithm.Add(result.RulesDatabaseSet[i]);
i++;
}
Console.WriteLine("Bagging Second: ");
Console.WriteLine("Обуч: " + Math.Round(result.ClassifyLearnSamplesBagging(populsOfOneAlgorithm), 2));
Console.WriteLine("Тест: " + Math.Round(result.ClassifyTestSamplesBagging(populsOfOneAlgorithm), 2));
populsOfOneAlgorithm.Clear();
if (populInThirdAlg > 0)
{
for (int p_i = 0; p_i < populInThirdAlg; p_i++)
{
populsOfOneAlgorithm.Add(result.RulesDatabaseSet[i]);
i++;
}
Console.WriteLine("Bagging Third: ");
Console.WriteLine("Обуч: " + Math.Round(result.ClassifyLearnSamplesBagging(populsOfOneAlgorithm), 2));
Console.WriteLine("Тест: " + Math.Round(result.ClassifyTestSamplesBagging(populsOfOneAlgorithm), 2));
populsOfOneAlgorithm.Clear();
}
Console.WriteLine("Mixed Bagging: ");
Console.WriteLine("Обуч: " + Math.Round(result.ClassifyLearnSamplesBagging(result.RulesDatabaseSet), 2));
Console.WriteLine("Тест: " + Math.Round(result.ClassifyTestSamplesBagging(result.RulesDatabaseSet), 2));
}
break;
}
}
return(result);
}
