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PCA Inversion

AnalyticsMiningPCAStreamable
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This node inverts the transformation applied by the PCA Apply node. Given data in the space resulting from the PCA reduction are transformed back to its original space. Information that was lost by the PCA transformation cannot be recovered.

Node details

Input ports
  1. Type: Transformation
    Transformation model
    The Model used to reverse the PCA.
  2. Type: Table
    Table to transform
    Input data containing PCA transformed data.
Output ports
  1. Type: Table
    Data in original space
    The original data (without the selected columns) including the reconstructed data from reverting the PCA transformation.

Extension

The PCA Inversion node is part of this extension:

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Related workflows & nodes

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