Hub

40 results

Filter
Active learning
Uncertainty Exploitation Exploration Guided analytics Human-in-the-loop PBAC Uncertainty sampling Active Document classification KNIME Labs
+7
  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
    6
    knime
  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
    knime
  3. 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
    paolotamag
  4. 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
    natanaelhupdata
  5. 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
    knime
  6. 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
    corey
  7. 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
    noyankara
  8. 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
    knime
  9. 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
    ngohienduong
  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
    knime
  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
    knime
  12. Node / LoopEnd
    Active Learn Loop End (Legacy)
    KNIME Labs Active Learning Legacy
    0
    knime
  13. Node / LoopEnd
    Active Learn Loop End (deprecated)
    KNIME Labs Active Learning Loop
    +1
    0
    knime
  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
    knime
  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
    knime
  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
    knime
  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
    knime
  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
    knime
  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
    knime
  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
    knime