edu.cmu.minorthird.classify.experiments
Class LeaveOneOutSplitter<T>

java.lang.Object
  edu.cmu.minorthird.classify.experiments.LeaveOneOutSplitter<T>

All Implemented Interfaces:

Splitter<T>

public class LeaveOneOutSplitter<T>
extends java.lang.Object
implements Splitter<T>

Do N-fold cross-validation, where N is the number of different subpopulations.

Author:

William Cohen

Constructor Summary

LeaveOneOutSplitter()

LeaveOneOutSplitter(java.util.Random random)

Method Summary

int	getNumPartitions() Return the number of partitions produced by the last call to split()
java.util.Iterator<T>	getTest(int k) Return an iterator over the test cases in the k-th split.
java.util.Iterator<T>	getTrain(int k) Return an iterator over the training cases in the k-th split.
void	split(java.util.Iterator<T> i) Split the iterator into a number of train/test partitions.
java.lang.String	toString()

Methods inherited from class java.lang.Object

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

Constructor Detail

LeaveOneOutSplitter

public LeaveOneOutSplitter(java.util.Random random)

LeaveOneOutSplitter

public LeaveOneOutSplitter()

Method Detail

split

public void split(java.util.Iterator<T> i)

Description copied from interface: Splitter

Split the iterator into a number of train/test partitions.

Specified by:

split in interface Splitter<T>

getNumPartitions

public int getNumPartitions()

Description copied from interface: Splitter

Return the number of partitions produced by the last call to split()

Specified by:

getNumPartitions in interface Splitter<T>

getTrain

public java.util.Iterator<T> getTrain(int k)

Description copied from interface: Splitter

Return an iterator over the training cases in the k-th split.

Specified by:

getTrain in interface Splitter<T>

getTest

public java.util.Iterator<T> getTest(int k)

Description copied from interface: Splitter

Return an iterator over the test cases in the k-th split.

Specified by:

getTest in interface Splitter<T>

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object