public SimpleLinearClassifier(SimpleLinearClassifier.ILoss loss, SimpleLinearClassifier.ILearningRateSchedule learningRateSchedule, double regularizationStrength, string modelFile)
{
if (modelFile != null)
{
try
{
if (modelFile.EndsWith(".tab.gz"))
{
Timing.StartDoing("Reading " + modelFile);
this.weights = Counters.DeserializeStringCounter(modelFile);
Timing.EndDoing("Reading " + modelFile);
}
else
{
this.weights = IOUtils.ReadObjectAnnouncingTimingFromURLOrClasspathOrFileSystem(log, "Loading coref model", modelFile);
}
}
catch (Exception e)
{
throw new Exception("Error leading weights from " + modelFile, e);
}
}
else
{
this.weights = new ClassicCounter <string>();
}
this.defaultLoss = loss;
this.regularizationStrength = regularizationStrength;
this.learningRateSchedule = learningRateSchedule;
accessTimes = new ClassicCounter <string>();
examplesSeen = 0;
}
public SimpleLinearClassifier(SimpleLinearClassifier.ILoss loss, SimpleLinearClassifier.ILearningRateSchedule learningRateSchedule, double regularizationStrength)
: this(loss, learningRateSchedule, regularizationStrength, null)
{
}
public virtual PairwiseModel.Builder LearningRateSchedule(SimpleLinearClassifier.ILearningRateSchedule learningRateSchedule)
{
this.learningRateSchedule = learningRateSchedule;
return(this);
}