MixtureOptions Class

Estimation options for univariate and multivariate mixture distributions.

Inheritance Hierarchy

SystemObject
Accord.Statistics.Distributions.FittingMixtureOptions

Namespace: Accord.Statistics.Distributions.Fitting
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0

Syntax

[SerializableAttribute]
public class MixtureOptions : IFittingOptions, 
	ICloneable

<SerializableAttribute>
Public Class MixtureOptions
	Implements IFittingOptions, ICloneable

The MixtureOptions type exposes the following members.

Constructors

	Name	Description
	MixtureOptions	Initializes a new instance of the MixtureOptions class.
	MixtureOptions(Double)	Initializes a new instance of the MixtureOptions class.
	MixtureOptions(Double, IFittingOptions)	Initializes a new instance of the MixtureOptions class.

Properties

	Name	Description
	InnerOptions	Gets or sets the fitting options for the inner component distributions of the mixture density.
	Iterations	Obsolete. 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.
	MaxIterations	Gets or sets the maximum number of iterations to be performed by the Expectation-Maximization algorithm. Default is zero (iterate until convergence).
	ParallelOptions	Gets or sets the parallelization options to be used when fitting.
	Threshold	Gets or sets the convergence criterion for the Expectation-Maximization algorithm. Default is 1e-3.

Methods

	Name	Description
	Clone	Creates a new object that is a copy of the current instance.
	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.)