Fast Ica.Method Property
Gets or sets the extraction method (parallel or deflation mode).
Definition
Namespace: Numerics.NET.Statistics.Multivariate
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.1.5
C#
Assembly: Numerics.NET (in Numerics.NET.dll) Version: 9.1.5
public FastIcaMethod Method { get; set; }
Property Value
FastIcaMethodRemarks
Two algorithms are supported:
- Parallel (Symmetric): Extracts all components simultaneously using symmetric decorrelation. This is the default and typically provides the best results. Components are extracted in parallel, and the order is arbitrary. Generally faster for extracting multiple components.
- Deflation (Sequential): Extracts components one at a time using Gram-Schmidt orthogonalization. Each component is orthogonalized against previously extracted components. This mode can be more robust in some cases and provides a natural ordering of components, but may be slower for many components.
The default value is Parallel.