public SVMConfiguration GetConfiguration()
{
SVMConfiguration retVal = new SVMConfiguration(Parameters[0], features);
retVal.Name = Name;
return(retVal);
}
public SVMConfiguration GenerateConfiguration()
{
SVMConfiguration conf = new SVMConfiguration(svmParams, features);
conf.Name = "SVM_" + svmParams.C + "_" + svmParams.Gamma + "_F" + features.Count;
return(conf);
}
public static SVMConfiguration Deserialize(string input)
{
SVMConfiguration retVal = new SVMConfiguration();
retVal.parameters = new SVMParameter();
string[] bits = input.Split(SEPARATOR);
retVal.Name = bits[0];
retVal.parameters.C = double.Parse(bits[1]);
retVal.parameters.Gamma = double.Parse(bits[2]);
retVal.parameters.Kernel = (SVMKernelType)Enum.Parse(typeof(SVMKernelType), bits[3]);
retVal.features = FeatureCreator.GetFeaturesFromString(bits[4]);
return retVal;
}
public static SVMConfiguration Deserialize(string input)
{
SVMConfiguration retVal = new SVMConfiguration();
retVal.parameters = new SVMParameter();
string[] bits = input.Split(SEPARATOR);
retVal.Name = bits[0];
retVal.parameters.C = double.Parse(bits[1]);
retVal.parameters.Gamma = double.Parse(bits[2]);
retVal.parameters.Kernel = (SVMKernelType)Enum.Parse(typeof(SVMKernelType), bits[3]);
retVal.features = FeatureCreator.GetFeaturesFromString(bits[4]);
return(retVal);
}
public static MetaSVMConfiguration Deserialize(string input)
{
MetaSVMConfiguration msvmc = new MetaSVMConfiguration();
var bits = input.Split(META_SEPARATOR);
msvmc.Name = bits[0];
msvmc.parameter.C = double.Parse(bits[1]);
msvmc.parameter.Gamma = double.Parse(bits[2]);
foreach (var item in bits.Skip(3))
{
msvmc.stds.Add(SVMConfiguration.Deserialize(item));
}
return(msvmc);
}
public StdClassifier(SVMConfiguration conf, SAMData samData)
: base(conf.Name, conf.GetParameter(), samData)
{
features = conf.GetFeautres();
}
public SVMConfiguration GetConfiguration()
{
SVMConfiguration retVal = new SVMConfiguration(Parameters[0], features);
retVal.Name = Name;
return retVal;
}
public SVMConfiguration GenerateConfiguration()
{
SVMConfiguration conf = new SVMConfiguration(svmParams, features);
conf.Name = "SVM_" + svmParams.C + "_" + svmParams.Gamma + "_F" + features.Count;
return conf;
}
void SaveConfiguration(SVMConfiguration conf)
{
if (!svmConfs.Contains(conf))
{
this.Invoke((MethodInvoker)delegate { svmConfs.Add(conf); });
}
if (!Directory.Exists(currentPath + @"\STD"))
{
Directory.CreateDirectory(currentPath + @"\STD");
}
File.WriteAllText(currentPath + @"\STD\" + conf.Name + ".svm", conf.Serialize());
}
public StdClassifier(SVMConfiguration conf, SAMData samData) : base(conf.Name, conf.GetParameter(), samData)
{
features = conf.GetFeautres();
}