keel.GraphInterKeel.datacf.partitionData

Class PartitionGenerator

java.lang.Object

keel.GraphInterKeel.datacf.partitionData.PartitionGenerator

public class PartitionGenerator
extends java.lang.Object

Field Summary

Fields

Modifier and Type	Field and Description
static int	_5x2 Constant representing 5x2 of Dietterich partition
static int	_DOBSCV_FOLD Constant representing K-Fold Distribution Optimally Balanced Stratified Cross Validation partition
static int	_HOLDOUT Constant representing Holdout partition
static int	_K_FOLD Constant representing KFold partition

Constructor Summary

Constructors

Constructor and Description
PartitionGenerator()

Method Summary

Modifier and Type	Method and Description
void	partition(int partitionType, java.lang.String originalName, java.lang.String newName, long seed, int nOfPartitions, int totalFractions) Partitions a dataset

Methods inherited from class java.lang.Object

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

Field Detail

_K_FOLD

public static int _K_FOLD

Constant representing KFold partition

_HOLDOUT

public static int _HOLDOUT

Constant representing Holdout partition

_5x2

public static int _5x2

Constant representing 5x2 of Dietterich partition

_DOBSCV_FOLD

public static int _DOBSCV_FOLD

Constant representing K-Fold Distribution Optimally Balanced Stratified Cross Validation partition

Constructor Detail

PartitionGenerator

public PartitionGenerator()

Method Detail

partition

public void partition(int partitionType,
                      java.lang.String originalName,
                      java.lang.String newName,
                      long seed,
                      int nOfPartitions,
                      int totalFractions)

Partitions a dataset

Parameters:

partitionType - Type of partition (see constants)

originalName - Initial name of the file

newName - New name of the files generated with the partition

seed - Seed for random numbers

nOfPartitions - Number of partitions

totalFractions - Number of fractions