Package org.aksw.palmetto

Class DirectConfirmationBasedCoherence

java.lang.Object

org.aksw.palmetto.DirectConfirmationBasedCoherence

All Implemented Interfaces:

Coherence

public class DirectConfirmationBasedCoherence
extends Object
implements Coherence

This type of coherence measure is a non-vector-based coherence. It uses only the probabilities derived from the data source to caluclate the coherence.

Author:

Michael Röder

Field Summary

Fields

Modifier and Type	Field	Description
protected Aggregation	aggregation	The aggregator used to aggregate the single ratings of the subset pairs.
protected DirectConfirmationMeasure	confirmation	The confirmation measure used to rate the single subset pairs.
protected ProbabilityEstimator	probEstimator	The probability estimator used to determine the probabilities.
protected Segmentator	segmentation	The segmentation used to create the subset pairs.
protected Weighter	weighter	Deprecated.

Constructor Summary

Constructors

Constructor	Description
DirectConfirmationBasedCoherence(Segmentator segmentation, ProbabilityEstimator probEstimator, DirectConfirmationMeasure confirmation, Aggregation aggregation)
DirectConfirmationBasedCoherence(Segmentator segmentation, ProbabilityEstimator probEstimator, DirectConfirmationMeasure confirmation, Aggregation aggregation, Weighter weighter)	Deprecated.

Method Summary

Modifier and Type	Method	Description
double[]	calculateCoherences(String[][] wordsets)	Calculates the coherence for the given set of top word sets.
String	getName()	Returns the name of the coherence.

Methods inherited from class java.lang.Object

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

Field Detail

segmentation

protected Segmentator segmentation

The segmentation used to create the subset pairs.

probEstimator

protected ProbabilityEstimator probEstimator

The probability estimator used to determine the probabilities.

confirmation

protected DirectConfirmationMeasure confirmation

The confirmation measure used to rate the single subset pairs.

aggregation

protected Aggregation aggregation

The aggregator used to aggregate the single ratings of the subset pairs.

weighter

@Deprecated
protected Weighter weighter

Deprecated.

Constructor Detail

DirectConfirmationBasedCoherence

@Deprecated
public DirectConfirmationBasedCoherence(Segmentator segmentation,
                                        ProbabilityEstimator probEstimator,
                                        DirectConfirmationMeasure confirmation,
                                        Aggregation aggregation,
                                        Weighter weighter)

Deprecated.

DirectConfirmationBasedCoherence

public DirectConfirmationBasedCoherence(Segmentator segmentation,
                                        ProbabilityEstimator probEstimator,
                                        DirectConfirmationMeasure confirmation,
                                        Aggregation aggregation)

Method Detail

calculateCoherences

public double[] calculateCoherences(String[][] wordsets)

Description copied from interface: Coherence

Calculates the coherence for the given set of top word sets.

Specified by:

calculateCoherences in interface Coherence

Parameters:

wordsets - set of topic top words

Returns:

a double array containing the coherences for the given top word sets.

getName

public String getName()

Description copied from interface: Coherence

Returns the name of the coherence.

Specified by:

getName in interface Coherence

Returns:

the name of the coherence