public static ITrainer <TIn, TOut> Create <TIn, TOut>(ISvm <TIn, TOut> svm, IKernel kernel,
double cacheSize = 128, double tolerance = 0.001, bool shrinking = true, bool probability = false)
where TOut : struct
{
var svmBase = svm as SvmBase <TIn, TOut>;
var kernelBase = kernel as KernelBase;
if (svmBase == null || kernelBase == null)
{
throw new ApplicationException("Bad svm or/and kernel parameters");
}
var parameters = new SvmParameter
{
CacheSize = cacheSize,
Eps = tolerance,
Shrinking = shrinking,
Probability = probability
};
svmBase.FillParameters(parameters);
kernelBase.FillParameters(parameters);
return(svmBase.GetTrainer(parameters));
}
public Machine(MangledName mangledName, IEnumerable <string> labels, ISvm svm)
{
MangledName = mangledName;
Labels = labels.ToList();
Svm = svm;
}
