Package weka.classifiers

Interface SplitGenerator

All Superinterfaces:

adams.core.Destroyable, InstancesViewSupporter, Iterator<WekaTrainTestSetContainer>, adams.core.option.OptionHandler, adams.core.Randomizable, Serializable, adams.data.splitgenerator.SplitGenerator<weka.core.Instances,WekaTrainTestSetContainer>

All Known Subinterfaces:

CrossValidationFoldGenerator, RandomSplitGenerator

All Known Implementing Classes:

AbstractSplitGenerator, BestBinnedNumericClassRandomSplitGenerator, BinnedNumericClassCrossValidationFoldGenerator, BinnedNumericClassRandomSplitGenerator, DefaultCrossValidationFoldGenerator, DefaultRandomSplitGenerator, GroupedBinnedNumericClassCrossValidationFoldGenerator, GroupedBinnedNumericClassRandomSplitGenerator, GroupedCrossValidationFoldGenerator, GroupedCrossValidationFoldGeneratorUsingNumericClassValues, GroupedRandomSplitGenerator, LeaveOneOutByValueGenerator, MultiLevelSplitGenerator

public interface SplitGenerator
extends adams.data.splitgenerator.SplitGenerator<weka.core.Instances,WekaTrainTestSetContainer>, InstancesViewSupporter

Interface for helper classes that generate dataset splits.

Author:

fracpete (fracpete at waikato dot ac dot nz)

Method Summary

Modifier and Type	Method	Description
weka.core.Instances	getData()	Returns the original data.
boolean	hasNext()	Returns true if the iteration has more elements.
void	initializeIterator()	Initializes the iterator (gets implicitly called, when calling next()).
WekaTrainTestSetContainer	next()	Returns the next element in the iteration.
void	remove()	Unsupported.
void	setData(weka.core.Instances value)	Sets the original data.
String	toString()	Returns a short description of the generator.

Methods inherited from interface adams.core.Destroyable

destroy

Methods inherited from interface adams.data.weka.InstancesViewSupporter

getUseViews, setUseViews

Methods inherited from interface java.util.Iterator

forEachRemaining

Methods inherited from interface adams.core.option.OptionHandler

cleanUpOptions, defineOptions, getOptionManager, toCommandLine

Methods inherited from interface adams.core.Randomizable

getSeed, seedTipText, setSeed

Method Detail

setData

void setData(weka.core.Instances value)

Sets the original data.

Specified by:

setData in interface adams.data.splitgenerator.SplitGenerator<weka.core.Instances,WekaTrainTestSetContainer>

Parameters:

value - the data

getData

weka.core.Instances getData()

Returns the original data.

Specified by:

getData in interface adams.data.splitgenerator.SplitGenerator<weka.core.Instances,WekaTrainTestSetContainer>

Returns:

the data

initializeIterator

void initializeIterator()

Initializes the iterator (gets implicitly called, when calling next()).

Specified by:

initializeIterator in interface adams.data.splitgenerator.SplitGenerator<weka.core.Instances,WekaTrainTestSetContainer>

hasNext

boolean hasNext()

Returns true if the iteration has more elements. (In other words, returns true if next would return an element rather than throwing an exception.)

Specified by:

hasNext in interface Iterator<WekaTrainTestSetContainer>

Specified by:

hasNext in interface adams.data.splitgenerator.SplitGenerator<weka.core.Instances,WekaTrainTestSetContainer>

Returns:

true if the iterator has more elements.

next

WekaTrainTestSetContainer next()

Returns the next element in the iteration.

Specified by:

next in interface Iterator<WekaTrainTestSetContainer>

Specified by:

next in interface adams.data.splitgenerator.SplitGenerator<weka.core.Instances,WekaTrainTestSetContainer>

Returns:

the next element in the iteration.

Throws:

NoSuchElementException - iteration has no more elements.

remove

void remove()

Unsupported.

Specified by:

remove in interface Iterator<WekaTrainTestSetContainer>

Specified by:

remove in interface adams.data.splitgenerator.SplitGenerator<weka.core.Instances,WekaTrainTestSetContainer>

toString

String toString()

Returns a short description of the generator.

Specified by:

toString in interface adams.data.splitgenerator.SplitGenerator<weka.core.Instances,WekaTrainTestSetContainer>

Overrides:

toString in class Object

Returns:

a short description