Expectation Maximization model
Namespace: Emgu.CV.MLAssembly: Emgu.CV.ML (in Emgu.CV.ML.dll) Version: 2.2.1.1150 (2.2.1.1150)
Syntax
Members
| All Members | Constructors  | Fields  | Properties  | Methods |
 Public Protected | Instance Static  | Declared Inherited | XNA Framework Only  .NET Compact Framework Only  |
| Member | Description | |
|---|---|---|
| EM()()()() |
Create an Expectation Maximization model
|
| EM(Matrix<(Of <<'(Single>)>>), Matrix<(Of <<'(Single>)>>), EMParams, Matrix<(Of <<'(Int32>)>>)) |
Creaet an Expectation Maximization model using the specific training parameters
|
 | _ptr |
A pointer to the unmanaged object
(Inherited from UnmanagedObject.) |
| 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(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(String) |
Load the statistic model from file
(Inherited from StatModel.) |
| Means |
Get the mean of the clusters
|
| MemberwiseClone()()()() |
Creates a shallow copy of the current Object.
(Inherited from Object.) |
| NumberOfClusters |
Get the number of clusters of this EM model
|
| Predict(Matrix<(Of <<'(Single>)>>), Matrix<(Of <<'(Single>)>>)) |
Predit the probability of the samples |
| 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.) |
| ReleaseManagedResources()()()() |
Release the managed resources. 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(String) |
Save the statistic model to file
(Inherited from StatModel.) |
| ToString()()()() | (Inherited from Object.) |
| Train(Matrix<(Of <<'(Single>)>>), Matrix<(Of <<'(Single>)>>), EMParams, Matrix<(Of <<'(Int32>)>>)) |
Train the EM model using the specific training data
|
| Weights |
Get the weights of the clusters
|
Inheritance Hierarchy
System..::..Object
Emgu.Util..::..DisposableObject
Emgu.Util..::..UnmanagedObject
Emgu.CV.ML..::..StatModel
Emgu.CV.ML..::..EM
Emgu.Util..::..DisposableObject
Emgu.Util..::..UnmanagedObject
Emgu.CV.ML..::..StatModel
Emgu.CV.ML..::..EM
See Also
