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AML DBSCAN Properties

LabVIEW 2017 Analytics and Machine Learning Toolkit Help

Edition Date: July 2017

Part Number: 377059A-01

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Wire the untrained DBSCAN model output of the Initialize Clustering Model (DBSCAN) VI to the reference input of a standard Property Node to get an AML DBSCAN Property Node. This Property Node has the following properties:

Property Access Data Type Description
Class Labels Read Only

Returns the labels of the data.
Core Sample Labels Read Only

Returns the label of each core sample.
Core Samples Read Only

Returns the core samples from the trained DBSCAN model.
Core Sample Indexes Read Only

Returns the index of each core sample from the trained DBSCAN model.
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 (DBSCAN) VI, this property returns the hyperparameters input of the VI. If you select the Search Parameters instance of the Initialize Clustering Model (DBSCAN) 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.
Number of Clusters Read Only

Returns the number of clusters. The Initialize Clustering Model (DBSCAN) VI calculates this value.

 

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