mulan.data
Interface Stratification

All Known Implementing Classes:

IterativeStratification, LabelPowersetStratification

public interface Stratification

Interface for multi-label stratification methods

Version:

2012.05.08

Author:

Grigorios Tsoumakas

Method Summary

MultiLabelInstances[]

stratify(MultiLabelInstances data, int folds) Creates a number of folds via stratified sampling

Method Detail

stratify

MultiLabelInstances[] stratify(MultiLabelInstances data,
                               int folds)

Creates a number of folds via stratified sampling

Parameters:

data - a multi-label dataset

folds - the number of folds to sample

Returns:

an array of multi-label datasets, one for each fold