private void RadialNeuralLearn()
{
if (learningDocInfo != null && learningDocInfo.SourceDir != Settings.Default.pathLearningDir)
{
learningDocInfo = null;
}
//ładuje listę kategorii
DocumentClass.LoadFromFiles(Settings.Default.pathLearningDir, PreprocessingConsts.CategoryFilePattern);
//stworzenie słownika
dictionary = DictionaryFactory(Settings.Default.pathSummaryFile);
//dictionary.LearningData = new List<DocClass.Src.Learning.LearningPair>();
//stworzenie sieci
radialNetwork = new RadialNetwork(Settings.Default.numberNeuronsHidden, DocumentClass.CategoriesCount);
DocumentList dl = PreprocessingUtility.CreateLearningDocumentList(Settings.Default.pathLearningDir, dictionary, (DocumentRepresentationType)Settings.Default.documentRepresentationType, learningDocInfo);
if (radialNetwork.Learn(dl) == false)
{
radialNetwork = null;
dictionary = null;
}
}
static void Main()
{
int classNum = 20;
TestDocumentList tdl = new TestDocumentList(100, 100);
RadialNetwork rn = new RadialNetwork(50, classNum);
for (int i = 0; i < classNum; i++)
{
DocumentClass.AddClass(i.ToString());
}
rn.Learn(tdl);
}
