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The MCvEMParams type exposes the following members.
Methods
Name | Description | |
---|---|---|
![]() | Equals |
Indicates whether this instance and a specified object are equal.
(Inherited from ValueType.) |
![]() | Finalize |
Allows an Object to attempt to free resources and perform other cleanup operations before the Object is reclaimed by garbage collection.
(Inherited from Object.) |
![]() | GetHashCode |
Returns the hash code for this instance.
(Inherited from ValueType.) |
![]() | 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 the fully qualified type name of this instance.
(Inherited from ValueType.) |
Fields
Name | Description | |
---|---|---|
![]() | cov_mat_type |
The type of the mixture covariation matrices
|
![]() | covs |
Initial mixture covariation matrices S_k; are used (if not NULL) only when start_step=CvEM::START_E_STEP.
|
![]() | means |
Initial mixture means a_k; are used (and must be not NULL) only when start_step=CvEM::START_E_STEP.
|
![]() | nclusters |
The number of mixtures
|
![]() | probs |
Initial probabilities p_i,k; are used (and must be not NULL) only when start_step=CvEM::START_M_STEP
|
![]() | start_step |
The initial step the algorithm starts from
|
![]() | term_crit |
Termination criteria of the procedure. EM algorithm stops either after a certain number of iterations (term_crit.num_iter), or when the parameters change too little (no more than term_crit.epsilon) from iteration to iteration
|
![]() | weights |
Initial mixture weights pi_k; are used (if not NULL) only when start_step=CvEM::START_E_STEP
|