Package elki.evaluation.classification.holdout

Class TrainingAndTestSet

java.lang.Object

elki.evaluation.classification.holdout.TrainingAndTestSet

public class TrainingAndTestSet
extends java.lang.Object

Wrapper to hold a pair of training and test data sets. The labels of both training and test set are provided in labels.

Since:

0.7.0

Author:

Arthur Zimek

Field Summary

Fields

Modifier and Type	Field	Description
private java.util.ArrayList<ClassLabel>	labels	The overall labels.
private MultipleObjectsBundle	test	The test data.
private MultipleObjectsBundle	training	The training data.

Constructor Summary

Constructors

Constructor	Description
TrainingAndTestSet(MultipleObjectsBundle training, MultipleObjectsBundle test, java.util.ArrayList<ClassLabel> labels)	Provides a pair of training and test data sets out of the given two databases.

Method Summary

Modifier and Type	Method	Description
java.util.ArrayList<ClassLabel>	getLabels()	Returns all labels present in the data set.
MultipleObjectsBundle	getTest()	Returns the test data set.
MultipleObjectsBundle	getTraining()	Returns the training data set.

Methods inherited from class java.lang.Object

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

Field Detail

labels

private java.util.ArrayList<ClassLabel> labels

The overall labels.

training

private MultipleObjectsBundle training

The training data.

test

private MultipleObjectsBundle test

The test data.

Constructor Detail

TrainingAndTestSet

public TrainingAndTestSet(MultipleObjectsBundle training,
                          MultipleObjectsBundle test,
                          java.util.ArrayList<ClassLabel> labels)

Provides a pair of training and test data sets out of the given two databases.

Method Detail

getTest

public MultipleObjectsBundle getTest()

Returns the test data set.

Returns:

the test data set

getTraining

public MultipleObjectsBundle getTraining()

Returns the training data set.

Returns:

the training data set

getLabels

public java.util.ArrayList<ClassLabel> getLabels()

Returns all labels present in the data set.

Returns:

all labels