AML PCA Properties

LabVIEW 2018 Analytics and Machine Learning Toolkit Help

Edition Date: July 2018

Part Number: 377059B-01

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Wire the PCA model info output of the PCA VI to the reference input of a standard Property Node to get an AML PCA Property Node. This Property Node has the following properties:

Property Access Data Type Description
Eigenvectors Read Only

Returns the eigenvectors to calculate the principal components. The number of rows equals the number of features of the training data. The PCA model uses a subset of the eigenvectors of the covariance matrix to calculate the principal components in the input data.
Mean Values Read Only

Returns the mean values of all features in the data.
Number of Selected Components Read Only

Returns the number of principal components, when you perform one shot training.
PCA Settings Read Only

Returns the method and value to calculate the number of principal components, when you perform one shot training.
Variance Read Only

Returns the variance of the principal components. The number of rows equals the number of principal components.

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