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Bootstrap Class

Note: This API is now obsolete.

Inheritance Hierarchy

Namespace:  Accord.MachineLearning
Assembly:  Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.7.0
[ObsoleteAttribute("Please use Bootstrap<TModel, TInput, TOutput> instead.")]
public class Bootstrap
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The Bootstrap type exposes the following members.

Public propertyB
Gets the number B of bootstrap samplings to be drawn from the population dataset.
Public propertyFitting
Gets or sets the model fitting function.
Public propertyRunInParallel
Gets or sets a value indicating whether to use parallel processing through the use of multiple threads or not. Default is true.
Public propertySamples
Gets the total number of samples in the population dataset.
Public propertySubsamples
Gets the bootstrap samples drawn from the population dataset as indices.
Public methodCompute
Computes the cross validation algorithm.
Public methodCreatePartitions
Gets the indices for the training and validation sets for the specified validation fold index.
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 methodGetPartitionSize
Gets the number of instances in training and validation sets for the specified validation fold index.
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 methodStatic memberSamplings
Draws the bootstrap samples from the population.
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
Extension Methods
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 MethodToT
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.)
See Also