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FactorizationByFastIndependentComponentAnalysis Methods

The FactorizationByFastIndependentComponentAnalysis type exposes the following members.

Methods
 NameDescription
Public methodFactorize Factorizes the input matrix X into a product of two matrices with the specified rank.
Protected methodFinalizeAllows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object)
Public methodGetTypeGets the Type of the current instance.
(Inherited from Object)
Public methodStatic memberICAWithEvdWhitening Runs a symmetric FastICA implementation based on an eigenvalue-decomposition (EVD) whitening step.
Public methodStatic memberICAWithSvdWhitening Runs a symmetric FastICA implementation using SVD-based whitening with a heuristic choice between full and truncated SVD.
Protected methodMemberwiseCloneCreates a shallow copy of the current Object.
(Inherited from Object)
Public methodStatic memberWhiteningBySvd Performs SVD-based whitening with a heuristic choice between full and truncated SVD:
  • Full SVD when k is large.
  • Truncated SVD when k is significantly smaller than min(n, m).
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See Also