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BalancedKMeans Methods

The BalancedKMeans type exposes the following members.

Methods
  NameDescription
Public methodCompute(Double) Obsolete.
Divides the input data into K clusters.
(Inherited from KMeans.)
Public methodCompute(Double, Double) Obsolete.
Divides the input data into K clusters.
(Inherited from KMeans.)
Public methodCompute(Double, Double) Obsolete.
Divides the input data into K clusters.
(Inherited from KMeans.)
Protected methodComputeInformation(Double)
Computes the information about each cluster (covariance, proportions and error).
(Inherited from KMeans.)
Protected methodComputeInformation(Double, Int32)
Computes the information about each cluster (covariance, proportions and error).
(Inherited from KMeans.)
Protected methodconverged
Determines if the algorithm has converged by comparing the centroids between two consecutive iterations.
(Inherited from KMeans.)
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.)
Public methodLearn
Learns a model that can map the given inputs to the desired outputs. Note: the model created by this function will not be able to produce balanced clusterings. To retrieve the balanced labels, check the Labels property of this class after calling this function.
(Overrides KMeansLearn(Double, Double).)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodRandomize
Randomizes the clusters inside a dataset.
(Inherited from KMeans.)
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 MethodTo(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.)
Public Extension MethodToTOverloaded.
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