static void Test(string path, string file, ITextConverter textConverter)
{
string root = Path.Combine(Constants.SPP_RootPath, @"model\sentiment\learning\");
string[] dirs = Directory.GetDirectories(root);
int max = 0;
foreach (string dir in dirs)
{
string name = Path.GetFileName(dir);
bool run = true;
foreach (char ch in name)
{
if (!char.IsDigit(ch))
{
run = false;
break;
}
}
if (!run)
{
continue;
}
Console.ForegroundColor = ConsoleColor.Magenta;
Console.WriteLine("C VALUE AT: {0}", c_coll[Int32.Parse(name)]);
Console.ResetColor();
SECoreImpl learnCoreImpl = CreateLearningCoreImpl(path, Int32.Parse(name));
ISemanticTagger lexiconTagger = new LexiconSentimentTagger(textConverter.Tokenizer);
SentimentEngine engine = new SentimentEngine(textConverter, lexiconTagger, learnCoreImpl);
SentimentEvaluator evaluator = new SentimentEvaluator(engine);
evaluator.Evaluate(file, true, true);
if (++max >= c_coll.Length)
{
break;
}
}
}
public SentimentAnalyzer()
{
Console.WriteLine("[LOG] /BEGIN AT {0}\n", DateTime.Now.ToString());
// Please copy the models from <code>\\msranlcqa02\social\root\model</code> and set
// the root path to your local copy.
//Constants.SPP_RootPath = @"../../../../SentimentAnalyzeRoot";
Constants.SPP_RootPath = @"Utils\\SentimentAnalysis";
// train a model and test it
// NOTE: SET THIS FLAG AS TRUE IF YOU WANT TO TRAIN YOUR OWN MODEL!
bool train_test_flag = false;
if (train_test_flag)
{
// Train and test data from SemEval 2013 <code>\\msranlcqa02\social\root\data</code>
string train = Path.Combine(Constants.SPP_RootPath, @"data\train");
string test = Path.Combine(Constants.SPP_RootPath, @"data\test");
SentimentLearner.Train(train, test, Constants.SPP_RootPath);
return;
}
ITokenizer tokenizer = new TwitterTokenizer();
IWordNormalizer wordNormalizer = new TweetWordNormalizer();
ITextConverter textConverter = new BaseTextConverter(tokenizer, null, null, wordNormalizer);
classifier = "LIBLINEAER";
//classifier = "svm_light";
ISemanticTagger lexiconTagger = new LexiconSentimentTagger(tokenizer);
SECoreImpl coreImpl = CreateLearningCoreImpl(Constants.SPP_RootPath);
_engine = new SentimentEngine(textConverter, lexiconTagger, coreImpl);
Console.WriteLine("\n[LOG] /END AT {0}\n", DateTime.Now.ToString());
string testFilePath = Path.Combine(Constants.SPP_RootPath, @"data\test");
//testFilePath = @"D:\users\fuwei\Sentiment\root\data\carol\full";
Test(testFilePath, _engine);
}
static void Test(string file, SentimentEngine engine)
{
SentimentEvaluator evaluator = new SentimentEvaluator(engine);
evaluator.Evaluate(file);
}
