The EM type exposes the following members.

Constructors

  NameDescription
EMOverloaded.

Methods

  NameDescription
Clear
Clear the statistic model
(Inherited from StatModel.)
Dispose
The dispose function that implements IDisposable interface
(Inherited from DisposableObject.)
DisposeObject
Release the memory associated with this EM model
(Overrides DisposableObject..::.DisposeObject()()().)
Equals
Determines whether the specified Object is equal to the current Object.
(Inherited from Object.)
Finalize
Destructor
(Inherited from DisposableObject.)
GetCovariances
Get the covariance matrices for each cluster
GetHashCode
Serves as a hash function for a particular type.
(Inherited from Object.)
GetType
Gets the Type of the current instance.
(Inherited from Object.)
Load
Load the statistic model from file
(Inherited from StatModel.)
MemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Predict
Predit the probability of the samples
ReleaseManagedResources
Release the managed resouces. This function will be called during the disposal of the current object. override ride this function if you need to call the Dispose() function on any managed IDisposable object created by the current object
(Inherited from DisposableObject.)
Save
Save the statistic model to file
(Inherited from StatModel.)
ToString
Returns a String that represents the current Object.
(Inherited from Object.)
Train
Train the EM model using the specific training data

Fields

  NameDescription
_ptr
A pointer to the unmanaged object
(Inherited from UnmanagedObject.)

Properties

  NameDescription
Means
Get the mean of the clusters
NumberOfClusters
Get the number of clusters of this EM model
Probabilities
Get the matrix of probability. A entry on the m_th row and n_th col indicates the probability of the m_th data point given the n_th cluster.
Ptr
Pointer to the unmanaged object
(Inherited from UnmanagedObject.)
Weights
Get the weights of the clusters

See Also