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Partial dependence
Machine learning interpretability
Mli Individual conditional expectation XAI Component Guided analytics Ice Ice curves
  1. Workflow
    eXplainable Artificial Intelligence (XAI) - Simple
    AutoML Automated machine learning Guided analytics
    +8
    This application is a simple example of AutoML with KNIME Software for binary and multiclass classification. The output models ar…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 05_Explainable_Artificial_Intelligence_(XAI) > 01_Explainable_Artificial_Intelligence_(XAI)_Simple
    2
    knime
  2. Workflow
    Partial Dependence Plot Example
    Partial dependence Pdp Pdp plot
    +13
    This is an example for visualizing a partial dependence plot and an ICE curves plot in KNIME. An XGBoost model was picked, but an…
    knime > Examples > 04_Analytics > 17_Machine_Learning_Interpretability > 02_Partial_Dependence_Pre-processing
    2
    knime
  3. Workflow
    Guided Analytics with Shared Components - Preview
    Guided analytics Shared component AutoML
    +13
    --------------- !!! DISCLAIMER !!! --------------- These Components are not-verified Beta versions shared in Fall 2019 on my pers…
    paolotamag > Public > Guided_Analytics_with_Shared_Components
    1
    paolotamag
  4. Workflow
    Partial Dependence Plot with a Custom Regression Model
    Partial dependence Pdp Pdp plot
    +16
    This is an example for visualizing a partial dependence plot and an ICE curves plot in KNIME. An XGBoost Tree Ensemble Regression…
    knime > XAI Space > Regression > Custom Models > 04_Partial_Dependence_Pre-processing
    0
    knime
  5. Workflow
    Partial Dependence Plot with AutoML
    Partial dependence Pdp Pdp plot
    +14
    This is an example for visualizing a partial dependence plot and an ICE curves plot in KNIME. AutoML Component was used to select…
    knime > XAI Space > Classification > AutoML > 08_Partial_Dependence_Pre-processing
    0
    knime
  6. Workflow
    XAI View Component with a Custom Model
    Guided analytics Integrated deployment XAI
    +7
    This application is a simple example of Xgboost model with KNIME Software for binary and multiclass classification. The model out…
    knime > XAI Space > Classification > Custom Models > 02_Explainable_Artificial_Intelligence_(XAI)
    0
    knime
  7. Workflow
    Partial Dependence Plot with a Custom Model
    Partial dependence Pdp Pdp plot
    +13
    This is an example for visualizing a partial dependence plot and an ICE curves plot in KNIME. An XGBoost model was picked, but an…
    knime > XAI Space > Classification > Custom Models > 08_Partial_Dependence_Pre-processing
    0
    knime
  8. Workflow
    Partial Dependence Plot Example
    Partial dependence Pdp Pdp plot
    +13
    This is an example for visualizing a partial dependence plot and an ICE curves plot in KNIME. An XGBoost model was picked, but an…
    keith_mccormick > Public > 02_Partial_Dependence_Pre-processing
    0
    keith_mccormick
  9. Workflow
    XAI View Component with AutoML
    AutoML Automated machine learning Guided analytics
    +8
    This application is a simple example of AutoML with KNIME Software for binary and multiclass classification. The output models ar…
    knime > XAI Space > Classification > AutoML > 02_Explainable_Artificial_Intelligence_(XAI)
    0
    knime
  10. Workflow
    Partial Dependence Plot with AutoML (Regression)
    Partial dependence Pdp Pdp plot
    +17
    This is an example for visualizing a partial dependence plot and an ICE curves plot in KNIME. AutoML (Regression) Component was u…
    knime > XAI Space > Regression > AutoML > 04_Partial_Dependence_Pre-processing
    0
    knime
  11. Workflow
    eXplainable Artificial Intelligence (XAI) - Complex
    AutoML Automated machine learning Guided analytics
    +8
    This application is a simple example of AutoML with KNIME Software for binary and multiclass classification. The output models ar…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 05_Explainable_Artificial_Intelligence_(XAI) > 02_Explainable_Artificial_Intelligence_(XAI)_Complex
    0
    knime
  12. Workflow
    Interactive MLI Composite View
    Machine learning interpretability MLI PDP
    +14
    This worflow will show how to use the interactive views of JavaScript nodes to visualize in a single Composite View a number of M…
    knime > Examples > 04_Analytics > 17_Machine_Learning_Interpretability > 05_Interactive_MLI_Composite_View
    0
    knime