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Uncertainty
Active Learning
Exploitation Exploration Guided analytics Human-in-the-loop PBAC Uncertainty sampling Active Document classification KNIME Labs Score
  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 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
  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 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
  6. 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
  7. 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
  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…
    noyankara > Public > 01_Active_Learning_PBCA_default
    0
    noyankara
  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…
    knime > Examples > 04_Analytics > 12_Active_Learning > 04_Active_Learning_with_basic_SVM
    0
    knime
  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…
    ngohienduong > Public > 04_Active_Learning_with_basic_SVM
    0
    ngohienduong
  11. 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
    knime
  12. Node / Manipulator
    Least Confident Uncertainty Scorer
    KNIME Labs Active Learning Score
    +2
    Calculates the least confident uncertainty score of a class probability distribution. Input are rows containing class probabiliti…
    0
    knime
  13. Node / Manipulator
    Margin Uncertainty Scorer
    KNIME Labs Active Learning Score
    +2
    Calculates the margin uncertainty score of a class probability distribution. Input are rows containing class probabilities that m…
    0
    knime
  14. Node / Manipulator
    Variance Uncertainty Scorer (deprecated)
    KNIME Labs Active Learning Score
    +2
    Calculates the variance of a class probability distribution.
    0
    knime
  15. Node / Manipulator
    Variance Uncertainty Scorer
    KNIME Labs Active Learning Score
    +2
    Calculates the variance uncertainty score of a class probability distribution. Input are rows containing class probabilities that…
    0
    knime