Parameters for the default initialization of the EM for GMM algorithm.
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Parameters for the default initialization of the EM for GMM algorithm
◆ getAccuracyThreshold()
double getAccuracyThreshold |
( |
| ) |
|
Retrieves the threshold for the termination of the algorithms
- Returns
- Threshold for the termination of the algorithms
◆ getCovarianceStorage()
Retrieves identifier of covariance type in the EM for GMM initialization algorithm
- Returns
- identifier of covariance type in the EM for GMM initialization algorithm
◆ getNComponents()
Retrieves the number of components in the Gaussian mixture model
- Returns
- Number of components
◆ getNDepthIterations()
long getNDepthIterations |
( |
| ) |
|
Retrieves the number of iterations in every short EM run
- Returns
- Number of iterations in every short EM run
◆ getNTrials()
Retrieves the number of trials of short EM runs
- Returns
- Number of trials of short EM runs
◆ getStartSeed()
- Deprecated:
- This item will be removed in a future release.
Retrieves the seed for randomly generating data points to start the initialization of short EM
- Returns
- Seed for randomly generating data points to start the initialization of short EM
◆ setAccuracyThreshold()
void setAccuracyThreshold |
( |
double |
accuracyThreshold | ) |
|
Sets the threshold for the termination of the algorithm
- Parameters
-
accuracyThreshold | Threshold for the termination of the algorithm |
◆ setCovarianceStorage()
Sets the identifier of covariance type in the EM for GMM initialization algorithm
- Parameters
-
covarianceStorage | identifier of covariance type in the EM for GMM initialization algorithm |
◆ setEngine()
Sets the engine to be used by the EM for GMM initialization algorithm
- Parameters
-
engine | to be used by the EM for GMM initialization algorithm |
◆ setNComponents()
void setNComponents |
( |
long |
nComponents | ) |
|
Sets the number of components in the Gaussian mixture model.
- Parameters
-
nComponents | Number of components in the Gaussian mixture model. |
◆ setNDepthIterations()
void setNDepthIterations |
( |
long |
nDepthIterations | ) |
|
Sets the number of iterations in every short EM run
- Parameters
-
nDepthIterations | Number of iterations in every short EM run |
◆ setNTrials()
void setNTrials |
( |
long |
nTrials | ) |
|
Sets the number of trials of short EM runs
- Parameters
-
nTrials | Number of trials of short EM runs |
◆ setStartSeed()
void setStartSeed |
( |
long |
startSeed | ) |
|
- Deprecated:
- This item will be removed in a future release.
Sets the seed for randomly generating data points to start the initialization of short EM
- Parameters
-
startSeed | Seed for randomly generating data points to start the initialization of short EM |
The documentation for this class was generated from the following file:
- em_gmm/init/InitParameter.java