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Spark SVD

Tools & ServicesApache SparkMiningDimensionality Reduction
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This node utilizes the Apache Spark Singular value decomposition (SVD) implementation.

Node details

Input ports
  1. Type: Spark Data
    Spark DataFrame/RDD
    Input Spark DataFrame/RDD
Output ports
  1. Type: Table
    Singular Values
    The singular values vector.
  2. Type: Spark Data
    V Matrix
    The right singular vectors.
  3. Type: Spark Data
    U Matrix
    The left singular vectors.

Extension

The Spark SVD node is part of this extension:

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Related workflows & nodes

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