AML SOM-MQE Properties

LabVIEW 2018 Analytics and Machine Learning Toolkit Help

Edition Date: July 2018

Part Number: 377059B-01

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Wire the untrained SOM baseline model output of the Initialize Anomaly Detection Model (PCA T2Q) VI to the reference input of a standard Property Node to get an AML PCA T2Q Property Node. This Property Node has the following properties:

Property Access Data Type Description
Hyperparameters Read Only

Returns the hyperparameters of the SOM baseline model.
Model Initialized? Read Only

Returns whether the model is initialized.
Model Trained? Read Only

Returns whether the model is trained.
MQE Threshold Read Only

Returns the MQE threshold based on confidence level. You can use the MQE threshold to detect whether the MQE values of the data for deployment are abnormal.
Trained Map Vectors Read Only

Returns the map vectors of the trained SOM baseline model.


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