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Active Learning
Exploitation Exploration Uncertainty PBAC Guided analytics
+10
  1. Node / Manipulator
    Potential Uncertainty Scorer (Legacy)
    KNIME Labs Active Learning Legacy
    Calculates/Updates the density based exploration potential of a n-dimensional vector space. See Paper by Cebron et. al: http://ww…
    0
  2. Node / Manipulator
    Potential Uncertainty Scorer (deprecated)
    KNIME Labs Active Learning Score
    +1
    Calculates/Updates the density based exploration potential of a n-dimensional vector space. See Paper by Cebron et. al: http://ww…
    0
  3. 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
  4. 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
  5. Node / Manipulator
    PBAC Scorer (deprecated)
    KNIME Labs Active Learning Score
    +1
    This node contains the default Prototype Based Active Classification (PBAC) implementation in a single node For more information …
    0
  6. Node / Learner
    Potential Density Initializer
    KNIME Labs Active Learning Score
    +1
    Creates a potential based density model of a n-dimensional vector space. In order to calculate the density at a specific row in t…
    0
  7. Workflow
    Active Learning with Basic SVM Model
    Active learning Potential density Uncertainty
    +12
    This workflow uses a simple example to demonstrate one possible structure for an active learning application and compares the eff…
    knime > Examples > 04_Analytics > 12_Active_Learning > 04_Active_Learning_with_basic_SVM
    0
  8. Workflow
    Active Learning with Basic SVM Model
    Active learning Potential density Uncertainty
    +12
    This workflow uses a simple example to demonstrate one possible structure for an active learning application and compares the eff…
    ngohienduong > Public > 04_Active_Learning_with_basic_SVM
    0
  9. 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
  10. Workflow
    Active Learning with Body Mass Index Heuristic
    Active learning Potential density Uncertainty
    +14
    This workflow uses a simple example to demonstrate one possible structure for an active learning application and compares the eff…
    paolotamag > Public > 04_Active_Learning_with_Body_Mass_Index
    1
  11. Workflow
    Active Learning - Exploration / Exploitation Score
    PBAC Active learning Human-in-the-loop
    +13
    This workflows shows examples of Active Learning with the Exploration vs Exploitation strategy taken from Cebron et al, 2008, cal…
    knime > Examples > 04_Analytics > 12_Active_Learning > 01_Active_Learning_PBCA_default
    0
  12. Workflow
    Active Learning - Exploration / Exploitation Score
    PBAC Active learning Human-in-the-loop
    +13
    This workflows shows examples of Active Learning with the Exploration vs Exploitation strategy taken from Cebron et al, 2008, cal…
    noyankara > Public > 01_Active_Learning_PBCA_default
    0
  13. Workflow
    Guided Labeling for Document Classification
    Active learning Human-in-the-loop Guided analytics
    +26
    This workflow defines a fully automated web based application that will label your data using active learning and weak supervisio…
    knime > Examples > 50_Applications > 57_Guided_Labeling > 01_Guided_Labeling_for_Document_Classification
    5
  14. Workflow
    Active Learning for Document Classification
    Active learning Human-in-the-loop Guided analytics
    +18
    This workflow defines a fully automated web based application that will label your data using active learning. The workflow was d…
    knime > Examples > 50_Applications > 57_Guided_Labeling > 02_Active_Learning_for_Document_Classification
    1