public void Classify()
{
Classifier classifier = new Classifier();
TestDataManager.BuildTestDatas(WordDictionary);
classifier.CalculateProbabilities(NumClasses, classNames, ClassHits.ToArray());
for (int i = 0; i < TestDataManager.TestDatas.Count; i++)
{
classifier.Classify(TestDataManager.TestDatas[i], classNames);
}
classifier.PrintErrorRate();
}
public void Setup()
{
if (ReBuildDictionary)
{
WordDictionary = WordDictionaryManager.BuildDictionary(classNames);
NumClasses = NumClassesManager.BuildNumClasses(classNames);
foreach (string item in classNames)
{
ClassHits.Add(ClassHitsManager.BuildClassHits(item, WordDictionary));
}
}
else
{
WordDictionary = WordDictionaryManager.LoadDictionary();
NumClasses = NumClassesManager.LoadNumClasses();
foreach (string item in classNames)
{
ClassHits.Add(ClassHitsManager.LoadClassHits(item));
}
}
}