Bootstrap validation analysis results.
Inheritance Hierarchy Namespace: Accord.MachineLearning.PerformanceAccord.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
The BootstrapResultTModel, TInput, TOutput type exposes the following members.
Constructors Properties Name Description AverageNumberOfSamplesGets the average number of data samples in each cross-validation fold of the data set.
(Inherited from CrossValidationResultTModel, TInput, TOutput.) CombineMethodGets or sets the method used to combine the scores of different classifiers.
(Inherited from CrossValidationResultTModel, TInput, TOutput.) EstimateGets the 0.632 bootstrap estimate.
ModelsGets the models created for each fold of the cross validation.
(Inherited from CrossValidationResultTModel, TInput, TOutput.) NumberOfInputsGets the number of inputs accepted by the model.
(Inherited from CrossValidationResultTModel, TInput, TOutput.) NumberOfOutputsGets the number of outputs generated by the model.
(Inherited from CrossValidationResultTModel, TInput, TOutput.) NumberOfSamplesGets the total number of data samples in the entire data set.
(Inherited from CrossValidationResultTModel, TInput, TOutput.) NumberOfSubsamplesGets the number of subsamples taken to compute the bootstrap estimate.
TagGets or sets a tag for user-defined information.
(Inherited from CrossValidationResultTModel, TInput, TOutput.) TrainingGets or sets the training split.
(Inherited from TrainValSplitT.) ValidationGets or sets the validation split.
(Inherited from TrainValSplitT.) Top Methods Name Description EqualsDetermines whether the specified object is equal to the current object.
(Inherited from Object.) FinalizeAllows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object.) GetEnumeratorReturns an enumerator that iterates through the collection.
(Inherited from TrainValSplitT.) GetHashCodeServes as the default hash function.
(Inherited from Object.) GetTypeGets the Type of the current instance.
(Inherited from Object.) MemberwiseCloneCreates a shallow copy of the current Object.
(Inherited from Object.) ToStringReturns 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 HasMethodChecks whether an object implements a method with the given name.
(Defined by ExtensionMethods.) IsEqualCompares 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 AlsoRetroSearch is an open source project built by @garambo | Open a GitHub Issue
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