Company Events Academic Community Support Solutions Products & Services Contact NI MyNI

AML One-Class SVM Properties

LabVIEW 2017 Analytics and Machine Learning Toolkit Help

Edition Date: July 2017

Part Number: 377059A-01

»View Product Info
Download Help (Windows Only)

Wire the untrained one-class SVM model output of the Initialize Anomaly Detection Model (One-Class SVM) VI to the reference input of a standard Property Node to get an AML One-Class SVM Property Node. This Property Node has the following properties:

Property Access Data Type Description
Coefficients of Support Vectors Read Only

Returns the coefficients of support vectors. The number of rows is one less than the number of classes.
Decision Function Constants Read Only

Returns the decision function constants.
Hyperparameters Read Only

Returns the hyperparameters of the one-class SVM model.
Indexes of Support Vectors Read Only

Returns the indexes of support vectors that you can use to find support vectors from the training data.
Model Initialized? Read Only

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

Returns whether the model is trained.
Number of Support Vectors Read Only

Returns the number of support vectors.
Support Vectors Read Only

Returns all the support vectors. The number of rows is the number of vectors and the number of columns is the number of features.

 

Your Feedback! poor Poor  |  Excellent excellent   Yes No
 Document Quality? 
 Answered Your Question? 
Add Comments 1 2 3 4 5 submit