public override int Run(string[] args)
{
Console.WriteLine("Start");
fill_params(args);
Console.WriteLine("Params get \nfile in {0} \n", file_in);
Class_learn_set = BaseUFSLoader.LoadLearnFromUFS(file_in);
Console.WriteLine("Tra load");
Class_test_set = BaseUFSLoader.LoadTestFromUFS(file_in);
Console.WriteLine("Tst load");
conf = new PSOBacterySearchConf();
conf.Init(Class_learn_set.CountVars);
conf.loadParams(confParams);
Console.WriteLine("Conf Filed");
Class_Pittsburg = new PCFuzzySystem(Class_learn_set, Class_test_set);
Class_Pittsburg = PCFSUFSLoader.loadUFS(Class_Pittsburg, file_in);
Console.WriteLine("Classifier created");
optimaze = new Term_config_PSO_Bactery();
Class_Pittsburg = optimaze.TuneUpFuzzySystem(Class_Pittsburg, conf);
Console.WriteLine("Optimization complite");
PCFSUFSWriter.saveToUFS(Class_Pittsburg, file_out);
Console.WriteLine("Saved");
return(1);
}
public override int Run(string[] args)
{
Console.WriteLine("Start");
fill_params(args);
Console.WriteLine("Params get \nfile in {0} \n", file_in);
Approx_learn_set = BaseUFSLoader.LoadLearnFromUFS(file_in);
Console.WriteLine("Tra load");
Approx_test_set = BaseUFSLoader.LoadTestFromUFS(file_in);
Console.WriteLine("Tst load");
conf = new PSOBacterySearchConf();
conf.Init(Approx_learn_set.CountVars);
conf.loadParams(confParams);
Console.WriteLine("Conf Filed");
Approx_Singletone = new SAFuzzySystem(Approx_learn_set, Approx_test_set);
Approx_Singletone = SAFSUFSLoader.loadUFS(Approx_Singletone, file_in);
Console.WriteLine("Classifier created");
optimaze = new PSOMethods.Approx.Term_config_PSO_Bactery();
Approx_Singletone = optimaze.TuneUpFuzzySystem(Approx_Singletone, conf);
Console.WriteLine("Optimization complite");
SAFSUFSWriter.saveToUFS(Approx_Singletone, file_out);
Console.WriteLine("Saved");
return(1);
}
public override ILearnAlgorithmConf getConf(int CountFeatures)
{
ILearnAlgorithmConf result = new PSOBacterySearchConf();
result.Init(CountFeatures);
return(result);
}