private void EnhanceDatabaseAction()
{
LabeledArticle article = new LabeledArticle(TestingArticle, SelectedRealTopic);
_database.ArticlesObservable.Add(article);
_database.Save(DataSetPath);
}
static void Main(string[] args)
{
if (args.Length < 2)
{
Console.WriteLine("Invalid number of arguments, first argument should be path to dataset");
Console.WriteLine("Second argument is action - teach means that database will be upgraded - process means that provided article will be labeled");
return;
}
string pathToDataset = args[0];
string action = args[1];
LabeledArticleDatabase database = LabeledArticleDatabase.LoadFromFile(pathToDataset);
NLPProcessor processor = new NLPProcessor();
Marker marker = new Marker(processor, @"C:\Users\jantk_000\Documents\GitHub\sport-topic-marker\Model\");
var articleCount = database.Articles.Count;
if ("teach".Equals(action))
{
for (int i = 0; i < articleCount; i++)
{
Console.WriteLine("Processing article {0}/{1}", i + 1, articleCount);
LabeledArticle article = database.Articles[i];
marker.ExtendDatabaseWithArticle(article);
}
for (int j = 0; j < 1; j++)
{
for (int i = 0; i < articleCount; i++)
{
Console.WriteLine("Teaching network with article {0}/{1}", i + 1, articleCount);
marker.TrainClassifierWithArticle(database.Articles[i]);
}
for (int i = 0; i < articleCount; i++)
{
LabeledArticle labeled = marker.LabelArticle(database.Articles[i].Article);
Console.WriteLine("Article marked as: {0} should be: {1}", labeled.Category,
database.Articles[i].Category);
}
}
marker.Save();
}
else if ("process".Equals(action))
{
marker.Load();
for (int i = 0; i < articleCount; i++)
{
LabeledArticle labeled = marker.LabelArticle(database.Articles[i].Article);
Console.WriteLine("Article marked as: {0} should be: {1}", labeled.Category, database.Articles[i].Category);
}
}
Console.ReadLine();
}
private void TestAction()
{
if (_marker == null)
{
Test.ReportProgress(() => MarkedTopic = "Loading marker...");
LoadMarker();
}
if (_marker != null)
{
LabeledArticle labeledArticle = _marker.LabelArticle(TestingArticle);
Test.ReportProgress(() => MarkedTopic = labeledArticle.Category.ToString());
}
}
