AML GMM Properties

LabVIEW 2018 Analytics and Machine Learning Toolkit Help

Edition Date: July 2018

Part Number: 377059B-01

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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.

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