Package de.uni_trier.wi2.procake.data.trainingObjectPool

Class TrainingObjectPoolSplit

java.lang.Object

de.uni_trier.wi2.procake.data.trainingObjectPool.TrainingObjectPoolSplit

public class TrainingObjectPoolSplit
extends Object

Used to specify how the data is split to create a TrainingObjectPool.

Author:

Maximilian Hoffmann

Constructor Summary

Constructors

Constructor	Description
TrainingObjectPoolSplit(Double testRatio, WriteableObjectPool targetPool)	Use this constructor to either split into two pools (training and testing) or do not split at all (only training).
TrainingObjectPoolSplit(Double testRatio, Double validationRatio, WriteableObjectPool targetPool)	Use this constructor to either split into three pools (training, testing, validation), two pools (training and testing), or do not split at all (only training).
TrainingObjectPoolSplit(Integer testQuantity, WriteableObjectPool targetPool)	Use this constructor to either split into two pools (training and testing) or do not split at all (only training).
TrainingObjectPoolSplit(Integer testQuantity, Integer validationQuantity, WriteableObjectPool targetPool)	Use this constructor to either split into three models (training, testing, validation), into two pools (training and testing), or do not split at all (only training).

Method Summary

Modifier and Type	Method	Description
Integer	getTestQuantity()
Integer	getTrainQuantity()
Integer	getValidationQuantity()

Methods inherited from class java.lang.Object

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

Constructor Detail

TrainingObjectPoolSplit

public TrainingObjectPoolSplit(Double testRatio,
                               WriteableObjectPool targetPool)

Use this constructor to either split into two pools (training and testing) or do not split at all (only training). This method is used to split according to a ratio.

Parameters:

testRatio - if not null, pool is split into training and testing according to specified ratio

targetPool - the pool that this split should be applied to. Is used to check constraints

TrainingObjectPoolSplit

public TrainingObjectPoolSplit(Integer testQuantity,
                               WriteableObjectPool targetPool)

Use this constructor to either split into two pools (training and testing) or do not split at all (only training). This method is used to split according to a quantity.

Parameters:

testQuantity - if not null, pool is split into training and testing according to specified quantity

targetPool - the pool that this split should be applied to. Is used to check constraints

TrainingObjectPoolSplit

public TrainingObjectPoolSplit(Double testRatio,
                               Double validationRatio,
                               WriteableObjectPool targetPool)

Use this constructor to either split into three pools (training, testing, validation), two pools (training and testing), or do not split at all (only training). This method is used to split according to a ratio.

Parameters:

testRatio - if not null, pool is split into training, testing, validation or training and testing according to specified ratio

validationRatio - if not null, pool is split into training, testing, and validation according to specified ratio

targetPool - the pool that this split should be applied to. Is used to check constraints

TrainingObjectPoolSplit

public TrainingObjectPoolSplit(Integer testQuantity,
                               Integer validationQuantity,
                               WriteableObjectPool targetPool)

Use this constructor to either split into three models (training, testing, validation), into two pools (training and testing), or do not split at all (only training). This method is used to split according to a quantity.

Parameters:

testQuantity - if not null, pool is split into training, testing, validation or training and testing according to specified quantities

validationQuantity - if not null, pool is split into training, testing, and validation according to specified quantities

targetPool - the pool that this split should be applied to. Is used to check constraints

Method Detail

getTrainQuantity

public Integer getTrainQuantity()

getTestQuantity

public Integer getTestQuantity()

getValidationQuantity

public Integer getValidationQuantity()