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KNIME Labs
Active Learning
Score Density Legacy Loop Uncertainty
+3
  1. Node / LoopEnd
    Active Learn Loop End (Legacy)
    KNIME Labs Active Learning Legacy
    0
  2. Node / LoopEnd
    Active Learn Loop End (deprecated)
    KNIME Labs Active Learning Loop
    +1
    0
  3. Node / LoopStart
    Active Learn Loop Start (Legacy)
    KNIME Labs Active Learning Legacy
    Start Node of the Active Learning Loop, this node is the origin of the active learning process.
    0
  4. Node / LoopStart
    Active Learn Loop Start (deprecated)
    KNIME Labs Active Learning Loop
    Start Node of the Active Learning Loop, this node is the origin of the active learning process.
    0
  5. Node / LoopEnd
    Active Learning Loop End
    KNIME Labs Active Learning Loop
    The Active Learning Loop is an extension to the regular Recursive Loop with an additional model port. It enables passing of a dat…
    0
  6. Node / LoopStart
    Active Learning Loop Start
    KNIME Labs Active Learning Loop
    The Active Learning Loop is an extension to the regular Recursive Loop with an additional model port. It enables passing of a dat…
    0
  7. Node / LoopEnd
    Auto Active Learn Loop End (Legacy)
    KNIME Labs Active Learning Legacy
    Acts as an automated oracle for an active learning loop. It is meant for testing purposes and requires an fully labeled input tab…
    0
  8. Node / LoopEnd
    Auto Active Learn Loop End (deprecated)
    KNIME Labs Active Learning Loop
    +1
    Acts as an automated oracle for an active learning loop. It is meant for testing purposes and requires an fully labeled input tab…
    0
  9. Node / Predictor
    Density Scorer
    KNIME Labs Active Learning Score
    +1
    Calculates density scores for the input table given a density model. Note that the model can only be applied to the data it was i…
    0
  10. Node / Predictor
    Density Updater
    KNIME Labs Active Learning Score
    +1
    Updates a density model. Note that the model can only be updated with the data it was initialized with in the corresponding initi…
    0
  11. Node / Manipulator
    Element Selector (deprecated)
    KNIME Labs Active Learning Select
    This node has been replaced by the Top k Selector which can be found in the category Manipulation->Row->Transform. Returns the n …
    0
  12. Node / Manipulator
    Entropy Uncertainty Scorer
    KNIME Labs Active Learning Score
    +2
    Calculates the entropy uncertainty score of a class probability distribution. Input are rows containing class probabilities P = p…
    0
  13. Node / Manipulator
    Exploration/Exploitation Score Combiner
    KNIME Labs Active Learning Score
    +2
    Calculates a combined uncertainty score given two numeric columns, one containing the exploitation and the other containing the e…
    0
  14. Node / Manipulator
    Exploration/Exploitation Scorer (deprecated)
    KNIME Labs Active Learning Score
    +1
    Calculates a combined exploration / exploitation score. see paper by Cebron: http://www.inf.uni-konstanz.de/bioml2/publications/P…
    0
  15. Node / Learner
    Graph Density Initializer
    KNIME Labs Active Learning Score
    +1
    Creates a density model of a n-dimensional vector space, based on a kNN graph. The kNN graph is created by connecting each row wi…
    0
  16. Node / Manipulator
    Graph Density Uncertainty Scorer (Legacy)
    KNIME Labs Active Learning Legacy
    Calculates/Updates the density of a n-dimensional vector space, based on a kNN graph. For details see the RALF Paper: https://www…
    0
  17. Node / Manipulator
    Graph Density Uncertainty Scorer (deprecated)
    KNIME Labs Active Learning Score
    +1
    Calculates/Updates the density of a n-dimensional vector space, based on a kNN graph. For details see the RALF Paper: https://www…
    0
  18. Node / Learner
    KNFST Learner
    KNIME Labs Active Learning Score
    +1
    Calculates a Kernel Null Foley-Sammon Transformation that can be used to calculate a novelty score for a test sample in relation …
    0
  19. Node / Predictor
    KNFST Novelty Scorer
    KNIME Labs Active Learning Score
    +1
    Scores the novelty of test instances based on a KNFST-model from a KNFST Learner node. The corresponding source code is a Java ad…
    0
  20. Node / Visualizer
    Labeling View
    KNIME Labs Active Learning
    This node allows the user to manually assign labels to objects. This is useful to e.g. create training data for learning algorith…
    0