/// <summary>The main method, which is essentially the same as in CRFClassifier.</summary>
/// <remarks>The main method, which is essentially the same as in CRFClassifier. See the class documentation.</remarks>
/// <exception cref="System.Exception"/>
public static void Main(string[] args)
{
StringUtils.LogInvocationString(log, args);
Properties props = StringUtils.ArgsToProperties(args);
CRFBiasedClassifier <CoreLabel> crf = new CRFBiasedClassifier <CoreLabel>(props);
string testFile = crf.flags.testFile;
string loadPath = crf.flags.loadClassifier;
if (loadPath != null)
{
crf.LoadClassifierNoExceptions(loadPath, props);
}
else
{
if (crf.flags.loadJarClassifier != null)
{
// legacy support of old option
crf.LoadClassifierNoExceptions(crf.flags.loadJarClassifier, props);
}
else
{
crf.LoadDefaultClassifier();
}
}
if (crf.flags.classBias != null)
{
StringTokenizer biases = new StringTokenizer(crf.flags.classBias, ",");
while (biases.HasMoreTokens())
{
StringTokenizer bias = new StringTokenizer(biases.NextToken(), ":");
string cname = bias.NextToken();
double w = double.ParseDouble(bias.NextToken());
crf.SetBiasWeight(cname, w);
log.Info("Setting bias for class " + cname + " to " + w);
}
}
if (testFile != null)
{
IDocumentReaderAndWriter <CoreLabel> readerAndWriter = crf.MakeReaderAndWriter();
if (crf.flags.printFirstOrderProbs)
{
crf.PrintFirstOrderProbs(testFile, readerAndWriter);
}
else
{
if (crf.flags.printProbs)
{
crf.PrintProbs(testFile, readerAndWriter);
}
else
{
if (crf.flags.useKBest)
{
int k = crf.flags.kBest;
crf.ClassifyAndWriteAnswersKBest(testFile, k, readerAndWriter);
}
else
{
crf.ClassifyAndWriteAnswers(testFile, readerAndWriter, true);
}
}
}
}
}
internal CRFBiasedClassifierOptimizer(CRFBiasedClassifier <In> _enclosing, CRFBiasedClassifier <IN> c, IDoubleUnaryOperator e)
{
this._enclosing = _enclosing;
this.crf = c;
this.evalFunction = e;
}
