LeaveOneOutSubsets Class

Class LeaveOneOutSubsets generates the index subsets for a leave-one-out cross validations calculation.

Inheritance Hierarchy

SystemObject
CenterSpace.NMath.CoreLeaveOneOutSubsets

Namespace: CenterSpace.NMath.Core
Assembly: NMath (in NMath.dll) Version: 7.4

Syntax

C++

Copy

[SerializableAttribute]
public class LeaveOneOutSubsets : ICrossValidationSubsets, 
	ICloneable

<SerializableAttribute>
Public Class LeaveOneOutSubsets
	Implements ICrossValidationSubsets, ICloneable

[SerializableAttribute]
public ref class LeaveOneOutSubsets : ICrossValidationSubsets, 
	ICloneable

[<SerializableAttribute>]
type LeaveOneOutSubsets = 
    class
        interface ICrossValidationSubsets
        interface ICloneable
    end

The LeaveOneOutSubsets type exposes the following members.

Constructors

	Name	Description
	LeaveOneOutSubsets	Constructs a LeaveOneOutSubsets instance.

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Methods

	Name	Description
	Clone	Creates a deep copy of this LeaveOneOutSubsets.
	GetTestingSubsets(DataFrame, DataFrame)	Generates the leave-one-out subsets for use in cross validation.
	GetTestingSubsets(DoubleMatrix, DoubleMatrix)	Generates the leave-one-out subsets for use in cross validation.

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Remarks

Specifically, given a set of n indices, instance of this class will generate n different subsets with each subset containing n-1 indices. Each index appears in all but one of the subsets (left out of exactly one subset).

Reference

CenterSpace.NMath.Core Namespace