SplitSetStatisticsTModel Class

Summary statistics for a Split-set validation trial.

Inheritance Hierarchy

SystemObject
Accord.MachineLearningSplitSetStatisticsTModel
Accord.MachineLearningSplitSetStatistics

Namespace: Accord.MachineLearning
Assembly: Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.8.0

Syntax

[SerializableAttribute]
public class SplitSetStatistics<TModel>
where TModel : class

<SerializableAttribute>
Public Class SplitSetStatistics(Of TModel As Class)

The SplitSetStatisticsTModel type exposes the following members.

Constructors

	Name	Description
	SplitSetStatisticsTModel	Create a new split-set statistics class.

Properties

	Name	Description
	Model	Gets the model created with the
	Size	Gets the number of samples used to compute the variance of the values acquired during the validation.
	StandardDeviation	Gets the standard deviation of the performance statistic.
	Tag	Gets or sets a tag for user-defined information.
	Value	Gets the values acquired during the cross-validation. Most often those will be the errors for each folding.
	Variance	Gets the variance for each value acquired during the cross-validation. Most often those will be the error variance for each folding.

Methods

	Name	Description
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object.)
	Finalize	Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.)
	GetHashCode	Serves as the default hash function. (Inherited from Object.)
	GetType	Gets the Type of the current instance. (Inherited from Object.)
	MemberwiseClone	Creates a shallow copy of the current Object. (Inherited from Object.)
	ToString	Returns a string that represents the current object. (Inherited from Object.)

Extension Methods

	Name	Description
	HasMethod	Checks whether an object implements a method with the given name. (Defined by ExtensionMethods.)
	IsEqual	Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices. (Defined by Matrix.)
	To(Type)	Overloaded. Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime. (Defined by ExtensionMethods.)
	ToT	Overloaded. Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime. (Defined by ExtensionMethods.)

SplitSetStatisticsAddLanguageSpecificTextSet("LST9B8C25B5_0?cs=&lt;|vb=(Of |cpp=&lt;|fs=&lt;'|nu=(");TModelAddLanguageSpecificTextSet("LST9B8C25B5_1?cs=&gt;|vb=)|cpp=&gt;|fs=&gt;|nu=)"); Class