GaussianMixtureModelOptions Class

Note: This API is now obsolete.

Options for Gaussian Mixture Model fitting.

Inheritance Hierarchy

SystemObject
Accord.MachineLearningGaussianMixtureModelOptions

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

Syntax

[ObsoleteAttribute("This class will be removed.")]
public class GaussianMixtureModelOptions

<ObsoleteAttribute("This class will be removed.")>
Public Class GaussianMixtureModelOptions

The GaussianMixtureModelOptions type exposes the following members.

Constructors

	Name	Description
	GaussianMixtureModelOptions	Initializes a new instance of the GaussianMixtureModelOptions class.

Properties

	Name	Description
	Iterations	Gets or sets the maximum number of iterations to be performed by the Expectation-Maximization algorithm. Default is zero (iterate until convergence).
	Logarithm	Gets or sets whether to make computations using the log -domain. This might improve accuracy on large datasets.
	NormalOptions	Gets or sets the fitting options for the component Gaussian distributions of the mixture model.
	ParallelOptions	Gets or sets parallelization options.
	Threshold	Gets or sets the convergence criterion for the Expectation-Maximization algorithm. Default is 1e-3.
	Weights	Gets or sets the sample weights. If set to null, the data will be assumed equal weights. Default is null.

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.)

Remarks

This class provides different options that can be passed to a GaussianMixtureModel object when calling its Compute(Double, GaussianMixtureModelOptions) method.