One-Class Support Vector Machine Options

The algorithm used for Anomaly Detection models is One-Class SVM.

SVM supports two kernel functions: Linear and Gaussian. You can pick one of the kernel functions or you can let the system determine the kernel function. The default is to let the system determine the kernel function.

If you let the system determine the kernel function, the system will also determine all other settings.

For more information, see SVM Kernel Functions.

If you specify the Linear Kernel, you can change the following settings:

If you specify the Gaussian kernel, you can change the following settings:

The settings are described in detail in Support Vector Machine Settings.