org.carrot2.clustering.lingo

Class SimpleLabelAssigner

java.lang.Object

org.carrot2.clustering.lingo.SimpleLabelAssigner

All Implemented Interfaces:

ILabelAssigner

@Bindable
public class SimpleLabelAssigner
extends Object
implements ILabelAssigner

A simple and fast label assigner. For each base vector chooses the label that maximizes the base vector--label term vector cosine similarity. Different vectors can get the same label assigned, which means the number of final labels (after duplicate removal) may be smaller than the number of base vectors on input.

See Also:

UniqueLabelAssigner

Constructor Summary

Constructors

Constructor and Description
SimpleLabelAssigner()

Method Summary

Methods

Modifier and Type	Method and Description
void	assignLabels(LingoProcessingContext context, org.apache.mahout.math.matrix.DoubleMatrix2D stemCos, com.carrotsearch.hppc.IntIntOpenHashMap filteredRowToStemIndex, org.apache.mahout.math.matrix.DoubleMatrix2D phraseCos) Assigns labels to base vectors found by the matrix factorization.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

SimpleLabelAssigner

public SimpleLabelAssigner()

Method Detail

assignLabels

public void assignLabels(LingoProcessingContext context,
                org.apache.mahout.math.matrix.DoubleMatrix2D stemCos,
                com.carrotsearch.hppc.IntIntOpenHashMap filteredRowToStemIndex,
                org.apache.mahout.math.matrix.DoubleMatrix2D phraseCos)

Description copied from interface: ILabelAssigner

Assigns labels to base vectors found by the matrix factorization. The results must be stored in the LingoProcessingContext.clusterLabelFeatureIndex and LingoProcessingContext.clusterLabelScore arrays.

Specified by:

assignLabels in interface ILabelAssigner

Parameters:

context - contains all information about the current clustering request

stemCos - base vector -- single stems cosine matrix

filteredRowToStemIndex - mapping between row indices of stemCos and indices of stems in PreprocessingContext.allStems

phraseCos - base vector -- phrase cosine matrix