AML GMM-CV 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 baseline model output of the Initialize Anomaly Detection Model (GMM-CV) VI to the reference input of a standard Property Node to get an AML GMM-CV Property Node. This Property Node has the following properties:

Property Access Data Type Description
Covariance Values Read Only

Returns the covariance values of all Gaussian distributions in the trained GMM baseline model. The array size equals the number of clusters input of the Set Anomaly Detection Model (GMM) VI.
GMM Initial Parameter Read Only

Returns the initial parameters to train the GMM baseline model when you perform batch training.
Hyperparameters Read Only

Returns the hyperparameters to train the GMM baseline model.
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 baseline model. The number of rows equals the number of clusters input of the Initialize Anomaly Detection Model (GMM-CV) VI.
Weights Read Only

Returns the weights of all Gaussian distributions in the GMM baseline model. The number of rows equals the number of clusters input of the Initialize Anomaly Detection Model (GMM-CV) VI.

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