Hub

37 results

Filter
Guided analytics
Automated machine learning AutoML Integrated deployment WebPortal XAI Human-in-the-loop Active learning Numeric predictions Uncertainty
  1. 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
    0
    knime
  2. 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
  3. 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
  4. 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
  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
    Weak Supervision for Document Classification
    Human-in-the-loop Guided analytics Document classification
    +9
    This workflow defines a fully automated web based application that will label your data using weak supervision. The workflow was …
    knime > Examples > 50_Applications > 57_Guided_Labeling > 03_Weak_Supervision_for_Document_Classification
    1
    knime
  7. Workflow
    AutoML Regression and Classification Examples
    AutoML Automated machine learning Guided analytics
    +6
    This application is a simple example of AutoML with KNIME Software for regression and classification tasks. The key of this examp…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 03_AutoML_Deployment > 02_AutoML_Regression_and_Classification_Examples
    3
    knime
  8. Workflow
    AutoML Classification Examples_for_KNIME_AP_ver_4_4
    AutoML Automated machine learning Guided analytics
    +4
    Originally: This application is a simple example of AutoML with KNIME Software for regression and classification tasks. The key o…
    knimest > Public > KNIMEST_JP > AutoML_Classification_Example_for_KNIME_AP_4_4
    0
    knimest
  9. 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
  10. 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
  11. 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
  12. 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
  13. Workflow
    Model Deployment Dashboard WebPortal
    Deployment Model Prediction
    +5
    This workflow demontstrates a mode of deploying a model with KNIME. The workflow uploads new unseen data from a local file from a…
    knime > Examples > 50_Applications > 27_Deployment_Options > 04_Model_Deployment_dashboard_WebPortal
    0
    knime
  14. Workflow
    Model Selection via WebPortal
    Guided analytics Analytics WebPortal
    +6
    This workflow creates a model selction on the webportal, where data analysts can choose a training and a test set between the dat…
    knime > Examples > 09_Enterprise > 02_WebPortal > 08_Guided_Analytics
    1
    knime
  15. 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
  16. Workflow
    AutoML Component via Interactive Views
    AutoML Automated machine learning Guided analytics
    +1
    This application is a simple example of AutoML with KNIME Software for binary and multiclass classification. The key of this exam…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 03_AutoML_Deployment > 01_AutoML_Component_via_Interactive_Views
    13
    knime
  17. Workflow
    Model Deployment Dashboard WebPortal
    Deployment Model Prediction
    +5
    This workflow demontstrates a mode of deploying a model with KNIME. The workflow uploads new unseen data from a local file from a…
    jfigueroa9 > Public > 04_Model_Deployment_dashboard_WebPortal
    0
    jfigueroa9
  18. 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
  19. 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
  20. 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