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Graph Density Uncertainty Scorer (deprecated)

KNIME LabsActive LearningScoreDensity

This node has been deprecated and its use is not recommended. Please search for updated nodes instead.

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Calculates/Updates the density of a n-dimensional vector space, based on a kNN graph. For details see the RALF Paper: https://www.d2.mpi-inf.mpg.de/content/ralf-reinforced-active-learning-formulation

Node details

Input ports
  1. Type: Table
    Unlabeled data
    Rows without an class label.
  2. Type: Table
    Newly labeled data
    Rows that where labeled in the last iteration.
Output ports
  1. Type: Table
    Unlabed Data with Graph Density score
    Unlabed Data with Graph Density score.

Extension

The Graph Density Uncertainty Scorer (deprecated) node is part of this extension:

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Related workflows & nodes

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