Hub

12 results

Filter
Filter by tag
Guided Analytics
XAI
Integrated deployment Automated machine learning AutoML EXplainable AI Model data app Model sensitivity Model simulation Model trigger
  1. 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
  2. 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
    1
    knime
  3. 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
    3
    knime
  4. 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
  5. Workflow
    Global Feature Importance Component with a Custom Model
    Guided analytics Integrated deployment Interpretability
    +7
    This application is a simple example of inspecting global feature importance for binary and multiclass classification with KNIME …
    knime > XAI Space > Classification > Custom Models > 03_Global_Feature_Importance
    0
    knime
  6. Workflow
    Model Simulation View Component with AutoML
    AutoML Automated machine learning Guided analytics
    +10
    This workflow shows how to use the "Model Simulation View" component with AutoML The key of this example is the “Model Simulation…
    knime > XAI Space > Classification > AutoML > 04_Model_Simulation_View
    0
    knime
  7. Workflow
    Model Simulation View Component with AutoML (Regression)
    AutoML Automated machine learning Guided analytics
    +10
    This workflow shows how to use the "Model Simulation View" component in combination with the "AutoML (Regression)" component. The…
    knime > XAI Space > Regression > AutoML > 01_Model_Simulation_View
    0
    knime
  8. Workflow
    Model Simulation View Component with a Custom Model
    Automated machine learning Guided analytics Integrated deployment
    +10
    This workflow shows how to use the "Model Simulation View" components. A Decision Tree model is used here, it can be replaced wit…
    knime > XAI Space > Classification > Custom Models > 04_Model_Simulation_View
    1
    knime
  9. Workflow
    Model Simulation View Component with a Custom Regression Model
    AutoML Automated machine learning Guided analytics
    +11
    This workflow shows how to use the "Model Simulation View" component. A XGBoost Linear Regression model is used here, it can be r…
    knime > XAI Space > Regression > Custom Models > 01_Model_Simulation_View
    0
    knime
  10. Workflow
    Compute and Visualize Global Feature Importance for a Custom Model
    Guided analytics Integrated deployment Interpretability
    +7
    This application is a simple example of inspecting global feature importance for binary and multiclass classification with KNIME …
    lada > Public > XAI > 06_Global_Feature_Importance_for_a_Custom_Model
    0
    lada
  11. Workflow
    Model Simulation View Examples
    AutoML Automated machine learning Guided analytics
    +11
    This workflow shows how to use the "Model Simulation View" components in combination with the "AutoML" and "AutoML (Regression)" …
    paolotamag > Public > Model_Simulation_View_Example
    1
    paolotamag
  12. Workflow
    Compute and Visualize Global Feature Importance Metrics
    AutoML Automated machine learning Guided analytics
    +9
    This application is a simple example of inspecting global feature importance for binary and multiclass classification with KNIME …
    lada > Public > XAI > 01_Global_Feature_Importance_Example
    1
    lada