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Showing content from http://accord-framework.net/docs/html/T_Accord_MachineLearning_Performance_BootstrapResult_3.htm below:

BootstrapResultTModel, TInput, TOutput Class

Bootstrap validation analysis results.

Inheritance Hierarchy Namespace:  Accord.MachineLearning.Performance
Assembly:

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

Syntax
[SerializableAttribute]
public class BootstrapResult<TModel, TInput, TOutput> : CrossValidationResult<TModel, TInput, TOutput>
where TModel : class, Object, ITransform<TInput, TOutput>
<SerializableAttribute>
Public Class BootstrapResult(Of TModel As {Class, Object, ITransform(Of TInput, TOutput)}, TInput, TOutput)
	Inherits CrossValidationResult(Of TModel, TInput, TOutput)
Request Example View Source Type Parameters
TModel
TInput
TOutput

The BootstrapResultTModel, TInput, TOutput type exposes the following members.

Constructors Properties   Name Description AverageNumberOfSamples

Gets the average number of data samples in each cross-validation fold of the data set.

(Inherited from CrossValidationResultTModel, TInput, TOutput.) CombineMethod

Gets or sets the method used to combine the scores of different classifiers.

(Inherited from CrossValidationResultTModel, TInput, TOutput.) Estimate

Gets the 0.632 bootstrap estimate.

Models

Gets the models created for each fold of the cross validation.

(Inherited from CrossValidationResultTModel, TInput, TOutput.) NumberOfInputs

Gets the number of inputs accepted by the model.

(Inherited from CrossValidationResultTModel, TInput, TOutput.) NumberOfOutputs

Gets the number of outputs generated by the model.

(Inherited from CrossValidationResultTModel, TInput, TOutput.) NumberOfSamples

Gets the total number of data samples in the entire data set.

(Inherited from CrossValidationResultTModel, TInput, TOutput.) NumberOfSubsamples

Gets the number of subsamples taken to compute the bootstrap estimate.

Tag

Gets or sets a tag for user-defined information.

(Inherited from CrossValidationResultTModel, TInput, TOutput.) Training

Gets or sets the training split.

(Inherited from TrainValSplitT.) Validation

Gets or sets the validation split.

(Inherited from TrainValSplitT.) Top 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.) GetEnumerator

Returns an enumerator that iterates through the collection.

(Inherited from TrainValSplitT.) 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.) Transform(TInput)

Applies the transformation to an input, producing an associated output.

(Inherited from CrossValidationResultTModel, TInput, TOutput.) Transform(TInput)

Applies the transformation to a set of input vectors, producing an associated set of output vectors.

(Inherited from CrossValidationResultTModel, TInput, TOutput.) Transform(TInput, TOutput)

Applies the transformation to a set of input vectors, producing an associated set of output vectors.

(Inherited from CrossValidationResultTModel, TInput, TOutput.) Top 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.) Top See Also

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