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Active learning
Uncertainty Exploitation Exploration Guided analytics Human-in-the-loop
+12
  1. 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
  2. Workflow
    Guided Labeling for Document Classification (Legacy)
    Active learning Human-in-the-loop Guided analytics
    +15
    Updated workflow with 4.1 nodes available. Check references below. This old legacy workflow defines a fully automated web based a…
    knime > Examples > 50_Applications > 57_Guided_Labeling > 00_Guided_Labeling_for_Document_Classification_(legacy)
    2
  3. Workflow
    Tic-Tac-Toe Learn
    Keras Reinforcment Learning Game
    +2
    Training a Reinforcment Learning Model to play Tic-Tac-Toe with the Keras Deep Learning Integration.
    corey > Public > Tic-Tac-Toe > Tic-Tac-Toe Learn
    1
  4. 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
  5. 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
  6. Workflow
    Guided Labeling for Document Classification
    Active learning Human-in-the-loop Guided analytics
    +13
    This workflow defines a fully automated web based application that will label your data using active learning. The workflow was d…
    natanaelhupdata > Public > 01_Guided_Labeling_for_Document_Classification
    1
  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…
    ngohienduong > Public > 04_Active_Learning_with_basic_SVM
    0
  8. 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
  9. Workflow
    Active Learning - Uncertainty Sampling
    Active learning Legacy Uncertainty sampling
    +6
    This workflows shows examples of Active Learning with Uncertainty Sampling. Uncertainty sampling uses the model that is re-traine…
    knime > Examples > 04_Analytics > 12_Active_Learning > 03_Active_Learning_Uncertainty_Sampling
    0
  10. 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
  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…
    noyankara > Public > 01_Active_Learning_PBCA_default
    0
  12. Node / LoopEnd
    Active Learn Loop End (Legacy)
    KNIME Labs Active Learning Legacy
    0
  13. Node / LoopEnd
    Active Learn Loop End (deprecated)
    KNIME Labs Active Learning Loop
    +1
    0
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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