[vtkusers] Vtkpcastatistics eigenvectors
David Thompson
dcthomp at sandia.gov
Tue Jun 15 13:53:20 EDT 2010
> I'm trying to use the Vtkpcastatistics filter for an eigenvectors
> analysis. But i'm not sure where the corresponding eigenvalues and
> eigenvectors are stored in the output of the filter. Does someone on
> the list have some experience with the filter?
>
Hi Stefan,
There are some links to PDF reports on the various statistics engines
here:
http://www.kitware.com/InfovisWiki/index.php/Statistics_Engines
See the Documentation section near the bottom of the page.
The PCA statistics filter (with the Learn option turned on, the
default) takes a vtkTable containing observations and generates (on
the filter's second output) a multiblock dataset whose first block is
a vtkTable containing means and centered sums of co-moments; and whose
following blocks (assuming you have also turned on the filter's Derive
option) are tables laid out as shown here:
http://paraview.org/Wiki/Statistical_analysis
Specifically, http://paraview.org/Wiki/File:PCADerivedData.png shows
how the eigenvalues and eigenvectors are reported.
David
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