AML GMM Properties
- Updated2023-02-21
- 3 minute(s) read
Wire the untrained GMM model output of the Initialize Clustering Model (GMM) VI to the reference input of a standard Property Node to get an AML GMM Property Node. This Property Node has the following properties:
| Property | Access | Data Type | Description |
|---|---|---|---|
| Class Labels | Read Only |
|
Returns the labels of the data. |
| Covariance Values | Read Only |
|
Returns the covariance values of all Gaussian distributions in the trained GMM model. The array size equals the number of clusters input of the GMM instance of the Set Clustering Model VI. |
| Evaluation Metric | Read Only |
|
Returns the criterion to evaluate the trained clustering model. |
| Hyperparameters | Read Only |
|
If you select the Set Parameters instance of the Initialize Clustering Model (GMM) VI, this property returns the hyperparameters input of the VI. If you select the Search Parameters instance of the Initialize Clustering Model (GMM) VI, this property returns the optimal hyperparameters after the Train Clustering Model VI completes grid search. |
| Hyperparameter Grids | Read Only |
|
Returns multiple values for each hyperparameter. |
| Hyperparameter Optimization | Read Only |
|
Returns the method of optimization to determine the optimal hyperparameter settings. |
| Model Initialized? | Read Only |
|
Returns whether the model is initialized. |
| Model Trained? | Read Only |
|
Returns whether the model is trained. |
| Mean Values | Read Only |
|
Returns the mean values of all Gaussian distributions in the GMM model. The number of rows equals the number of clusters input of the Initialize Clustering Model (GMM) VI. |
| Weights | Read Only |
|
Returns the weights of all Gaussian distributions in the GMM model. The number of rows equals the number of clusters input of the Initialize Clustering Model (GMM) VI. |
