/**
* 命中的所有特征函数输出之和
* @param feature
* @param y
* @return
*/
private int apply_f_sharp(Feature feature, int y)
{
int sum = 0;
for (int i = 0; i < functions.Count; i++)
{
FeatureFunction function = functions[i];
sum += function.apply(feature, y);
}
return(sum);
}
/// <summary>
/// Moves all instance from this atomic model into the destination atomic model and add the divide feature.
/// This method is used by the feature divide model to sum up all model below a certain threshold.
/// </summary>
/// <param name="model"> the destination atomic model </param>
/// <param name="divideFeature"> the divide feature </param>
/// <param name="divideFeatureIndexVector"> the divide feature index vector </param>
/// <exception cref="MaltChainedException"> </exception>
//JAVA TO C# CONVERTER WARNING: Method 'throws' clauses are not available in .NET:
//ORIGINAL LINE: public void moveAllInstances(AtomicModel model, org.maltparser.core.feature.function.FeatureFunction divideFeature, java.util.ArrayList<int> divideFeatureIndexVector) throws org.maltparser.core.exception.MaltChainedException
public virtual void moveAllInstances(AtomicModel model, FeatureFunction divideFeature, List <int> divideFeatureIndexVector)
{
if (method == null)
{
throw new GuideException("The learner cannot be found. ");
}
else if (model == null)
{
throw new GuideException("The guide model cannot be found. ");
}
else if (divideFeature == null)
{
throw new GuideException("The divide feature cannot be found. ");
}
else if (divideFeatureIndexVector == null)
{
throw new GuideException("The divide feature index vector cannot be found. ");
}
((Modifiable)divideFeature).FeatureValue = index;
method.moveAllInstances(model.Method, divideFeature, divideFeatureIndexVector);
method.terminate();
}
//JAVA TO C# CONVERTER WARNING: Method 'throws' clauses are not available in .NET:
//ORIGINAL LINE: public void moveAllInstances(org.maltparser.ml.LearningMethod method, org.maltparser.core.feature.function.FeatureFunction divideFeature, java.util.ArrayList<int> divideFeatureIndexVector) throws org.maltparser.core.exception.MaltChainedException
public virtual void moveAllInstances(LearningMethod method, FeatureFunction divideFeature, List <int> divideFeatureIndexVector)
{
if (method == null)
{
throw new LibException("The learning method cannot be found. ");
}
else if (divideFeature == null)
{
throw new LibException("The divide feature cannot be found. ");
}
try
{
//JAVA TO C# CONVERTER WARNING: The original Java variable was marked 'final':
//ORIGINAL LINE: final java.io.BufferedReader in = new java.io.BufferedReader(getInstanceInputStreamReader(".ins"));
StreamReader @in = new StreamReader(getInstanceInputStreamReader(".ins"));
//JAVA TO C# CONVERTER WARNING: The original Java variable was marked 'final':
//ORIGINAL LINE: final java.io.BufferedWriter out = method.getInstanceWriter();
StreamWriter @out = method.InstanceWriter;
//JAVA TO C# CONVERTER WARNING: The original Java variable was marked 'final':
//ORIGINAL LINE: final StringBuilder sb = new StringBuilder(6);
StringBuilder sb = new StringBuilder(6);
int l = @in.Read();
char c;
int j = 0;
while (true)
{
if (l == -1)
{
sb.Length = 0;
break;
}
c = (char)l;
l = @in.Read();
if (c == '\t')
{
if (divideFeatureIndexVector.Contains(j - 1))
{
@out.Write(Convert.ToString(((SingleFeatureValue)divideFeature.FeatureValue).IndexCode));
@out.BaseStream.WriteByte('\t');
}
@out.Write(sb.ToString());
j++;
@out.BaseStream.WriteByte('\t');
sb.Length = 0;
}
else if (c == '\n')
{
@out.Write(sb.ToString());
if (divideFeatureIndexVector.Contains(j - 1))
{
@out.BaseStream.WriteByte('\t');
@out.Write(Convert.ToString(((SingleFeatureValue)divideFeature.FeatureValue).IndexCode));
}
@out.BaseStream.WriteByte('\n');
sb.Length = 0;
method.increaseNumberOfInstances();
decreaseNumberOfInstances();
j = 0;
}
else
{
sb.Append(c);
}
}
@in.Close();
getFile(".ins").delete();
@out.Flush();
}
catch (SecurityException e)
{
throw new LibException("The learner cannot remove the instance file. ", e);
}
catch (NullReferenceException e)
{
throw new LibException("The instance file cannot be found. ", e);
}
catch (FileNotFoundException e)
{
throw new LibException("The instance file cannot be found. ", e);
}
catch (IOException e)
{
throw new LibException("The learner read from the instance file. ", e);
}
}
//JAVA TO C# CONVERTER WARNING: Method 'throws' clauses are not available in .NET:
//ORIGINAL LINE: public void moveAllInstances(org.maltparser.ml.LearningMethod method, org.maltparser.core.feature.function.FeatureFunction divideFeature, java.util.ArrayList<int> divideFeatureIndexVector) throws org.maltparser.core.exception.MaltChainedException
public virtual void moveAllInstances(LearningMethod method, FeatureFunction divideFeature, List <int> divideFeatureIndexVector)
{
}
//JAVA TO C# CONVERTER WARNING: Method 'throws' clauses are not available in .NET:
//ORIGINAL LINE: public FeatureModel(org.maltparser.core.feature.spec.SpecificationModel _specModel, FeatureRegistry _registry, org.maltparser.core.feature.system.FeatureEngine _engine, String dataSplitColumn, String dataSplitStructure) throws org.maltparser.core.exception.MaltChainedException
public FeatureModel(SpecificationModel _specModel, FeatureRegistry _registry, FeatureEngine _engine, string dataSplitColumn, string dataSplitStructure)
{
specModel = _specModel;
registry = _registry;
featureEngine = _engine;
addressFunctionCache = new List <AddressFunction>();
featureFunctionCache = new List <FeatureFunction>();
FeatureVector tmpMainFeatureVector = null;
foreach (SpecificationSubModel subModel in specModel)
{
FeatureVector fv = new FeatureVector(this, subModel);
if (tmpMainFeatureVector == null)
{
if (subModel.SubModelName.Equals("MAIN"))
{
tmpMainFeatureVector = fv;
}
else
{
tmpMainFeatureVector = fv;
put(subModel.SubModelName, fv);
}
}
else
{
put(subModel.SubModelName, fv);
}
}
mainFeatureVector = tmpMainFeatureVector;
if (!ReferenceEquals(dataSplitColumn, null) && dataSplitColumn.Length > 0 && !ReferenceEquals(dataSplitStructure, null) && dataSplitStructure.Length > 0)
{
//JAVA TO C# CONVERTER WARNING: The original Java variable was marked 'final':
//ORIGINAL LINE: final StringBuilder sb = new StringBuilder();
StringBuilder sb = new StringBuilder();
sb.Append("InputColumn(");
sb.Append(dataSplitColumn);
sb.Append(", ");
sb.Append(dataSplitStructure);
sb.Append(')');
divideFeatureFunction = identifyFeature(sb.ToString());
// this.divideFeatureIndexVectorMap = new HashMap<String,ArrayList<Integer>>();
divideFeatureIndexVector = new List <int>();
for (int i = 0; i < mainFeatureVector.Count; i++)
{
if (mainFeatureVector[i].Equals(divideFeatureFunction))
{
divideFeatureIndexVector.Add(i);
}
}
foreach (SpecificationSubModel subModel in specModel)
{
FeatureVector featureVector = get(subModel.SubModelName);
if (featureVector == null)
{
featureVector = mainFeatureVector;
}
string divideKeyName = "/" + subModel.SubModelName;
// divideFeatureIndexVectorMap.put(divideKeyName, divideFeatureIndexVector);
FeatureVector divideFeatureVector = (FeatureVector)featureVector.clone();
foreach (int?i in divideFeatureIndexVector)
{
divideFeatureVector.Remove(divideFeatureVector[i]);
}
put(divideKeyName, divideFeatureVector);
}
}
else
{
divideFeatureFunction = null;
// this.divideFeatureIndexVectorMap = null;
divideFeatureIndexVector = null;
}
}
