AML K-Means Properties
- Updated2023-02-21
- 2 minute(s) read
Wire the untrained K-Means model output of the Initialize Clustering Model (K-Means) VI to the reference input of a standard Property Node to get an AML K-Means Property Node. This Property Node has the following properties:
| Property | Access | Data Type | Description |
|---|---|---|---|
| Centroids | Read Only |
|
Returns the centroids in the trained clustering model. The number of rows equals the number of clusters. |
| Class Labels | Read Only |
|
Returns the labels of the data. |
| 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 (K-Means) VI, this property returns the hyperparameters input of the VI. If you select the Search Parameters instance of the Initialize Clustering Model (K-Means) 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. |
