AML K-Means Properties

LabVIEW 2018 Analytics and Machine Learning Toolkit Help

Edition Date: July 2018

Part Number: 377059B-01

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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.

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