Package mulan.data

Interface Summary

LabelClustering	An interface for various label clustering algorithms.
LabelNode	Represents a label attribute as a node in the labels hierarchy.
LabelPairsDependenceIdentifier	An interface for various types of dependency identification between pairs of labels. .
LabelsMetaData	Represents meta data about label attributes and their structure.
Stratification	Interface for multi-label stratification methods

Class Summary

ConditionalDependenceIdentifier	A class for identification of conditional dependence between each pair of labels.
ConverterCLUS	Class that converts a dataset that is originally in the format of the Clus system to a format that is suitable for Mulan.
ConverterLibSVM	Class that converts LibSVM multi-label data sets to Mulan compatible format
DataUtils	Utility class for data related manipulation functions.
GreedyLabelClustering	A class for clustering dependent label pairs into disjoint subsets.
IterativeStratification	Class for stratifying data based on the iterative stratification method
LabelNodeImpl	Implementation of LabelNode, representing a label attribute and its connection within a hierarchy of labels.
LabelPowersetStratification	Class for stratifying data based on label combinations
LabelsBuilder	The LabelsBuilder is responsible for creation of LabelsMetaDataImpl instance from specified XML file source.
LabelSet	Class that handles labelsets
LabelsMetaDataImpl	Implementation of LabelsMetaData info about labels and their structure.
LabelsPair	Class for handling label pairs along with their 'dependence' scores.
MultiLabelInstances	Implements multi-label instances data set.
Statistics	Class for calculating statistics of a multi-label dataset.
UnconditionalChiSquareIdentifier	A class for identification of unconditional dependence between each pair of labels using Chi Square Test For Independence.

Exception Summary

DataLoadException	The exception is thrown to indicate an error while loading the data.
InvalidDataFormatException	The exception is thrown when format of the data is not valid.
LabelsBuilderException	Exception is raised by LabelsBuilder to indicate an error when creating LabelsMetaDataImpl instance form specified source.