mulan.data
Interface LabelPairsDependenceIdentifier

All Known Implementing Classes:

ConditionalDependenceIdentifier, UnconditionalChiSquareIdentifier

public interface LabelPairsDependenceIdentifier

An interface for various types of dependency identification between pairs of labels. .

Version:

30.11.2010

Author:

Lena Chekina (lenat@bgu.ac.il)

Method Summary

LabelsPair[]	calculateDependence(MultiLabelInstances mlInstances) Calculates dependence level between each pair of labels in the given multilabel data set
double	getCriticalValue() Returns a critical value

Method Detail

calculateDependence

LabelsPair[] calculateDependence(MultiLabelInstances mlInstances)

Calculates dependence level between each pair of labels in the given multilabel data set

Parameters:

mlInstances - multilabel data set

Returns:

an array of label pairs sorted in descending order of pairs' dependence score

getCriticalValue

double getCriticalValue()

Returns a critical value

Returns:

critical value