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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
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Type Parameters

TModel

The SplitSetStatisticsTModel type exposes the following members.

Constructors
Properties
  NameDescription
Public propertyModel
Gets the model created with the
Public propertySize
Gets the number of samples used to compute the variance of the values acquired during the validation.
Public propertyStandardDeviation
Gets the standard deviation of the performance statistic.
Public propertyTag
Gets or sets a tag for user-defined information.
Public propertyValue
Gets the values acquired during the cross-validation. Most often those will be the errors for each folding.
Public propertyVariance
Gets the variance for each value acquired during the cross-validation. Most often those will be the error variance for each folding.
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Methods
  NameDescription
Public methodEquals
Determines whether the specified object is equal to the current object.
(Inherited from Object.)
Protected methodFinalize
Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object.)
Public methodGetHashCode
Serves as the default hash function.
(Inherited from Object.)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
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Extension Methods
  NameDescription
Public Extension MethodHasMethod
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.)
Public Extension MethodIsEqual
Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices.
(Defined by Matrix.)
Public Extension MethodTo(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.)
Public Extension MethodToTOverloaded.
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.)
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See Also