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NormalOptions Class

Estimation options for Normal distributions.
Inheritance Hierarchy
SystemObject
  Accord.Statistics.Distributions.FittingNormalOptions

Namespace:  Accord.Statistics.Distributions.Fitting
Assembly:  Accord.Statistics (in Accord.Statistics.dll) Version: 3.6.0
Syntax
[SerializableAttribute]
public class NormalOptions : IFittingOptions, 
	ICloneable, IComponentOptions
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The NormalOptions type exposes the following members.

Constructors
  NameDescription
Public methodNormalOptions
Initializes a new instance of the NormalOptions class.
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Properties
  NameDescription
Public propertyDiagonal
Gets or sets a value indicating whether the covariance matrix to be estimated should be assumed to be diagonal.
Public propertyPostprocessing
Gets or sets a post processing step can be called after all component distributions have been fitted (or their .Fit() method has been called).
Public propertyRegularization
Gets or sets the regularization step to avoid singular or non-positive definite covariance matrices. Default is 0. Setting this property to a small constant like 1e-6 is more efficient than setting Robust to true.
Public propertyRobust
Gets or sets whether the estimation function should allow non-positive definite covariance matrices by using the Singular Value Decomposition Function. Enabling this property can significantly increase learning times.
Public propertyShared
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Methods
  NameDescription
Public methodClone
Creates a new object that is a copy of the current instance.
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 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 methodToString
Returns a string that represents the current object.
(Inherited from Object.)
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Extension Methods
  NameDescription
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.)
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See Also