Hub

69 results

Filter
AutoML
XAI Integrated deployment Guided analytics Automated machine learning H2o Knime Xgboost Machine learning interpretability Analytics H2O Machine Learning
+2
  1. 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
  2. Workflow
    Guided Automation
    AutoML Guided analytics Automated machine learning
    +11
    Download the entire workflow group from the Example Server. This Guided Analytics application is made of this main workflow, whic…
    knime > Examples > 50_Applications > 36_Guided_Analytics_for_ML_Automation > 01_Guided_Analytics_for_ML_Automation > 01_Guided_Analytics_for_ML_Automation
    6
    simons
  3. 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
  4. Workflow
    Model Inspection with Verified Components for Responsible AI
    AutoML Integrated deployment XAI
    +9
    This workflow demonstrates the usage of the verified components developed to interpret machine learning models. In the example we…
    paolotamag > Public > Model_Inspection_Examples
    2
    paolotamag
  5. 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
  6. Workflow
    AutoML with other Verified Components for XAI and MLOps
    Model management Model monitoring Monitor
    +12
    This workflow showcases the AutoML component for binary and multiclass classification together with other components. This Compon…
    mpattadkal > Public > Others > 01_AutoML_Example_Workflow
    1
    mpattadkal
  7. Workflow
    Challenge 24 - Modeling Churn Predictions Part 2
    Churn Justknimeit Automl
    +1
    knime > Just KNIME It! > Challenge 24 - Churning Problem Part 2 - Solution
    1
    alinebessa
  8. Workflow
    Challenge 25: Modeling Churn Predictions - Part 3
    Churn Justknimeit Automl
    +1
    In this challenge series, the goal is to predict which customers of a certain telecom company are going to churn (that is, going …
    knime > Just KNIME It! > Challenge 25 - Churning Problem Part 3 - Solution
    1
    alinebessa
  9. 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
  10. Workflow
    H2O.ai AutoML (wrapped with R) in KNIME for regression problems
    H2o Automl Knime
    +8
    H2O.ai AutoML (wrapped with R) in KNIME for regression problems - a powerful auto-machine-learning framework (https://hub.knime.c…
    mlauber71 > Public > automl > kn_automl_h2o_regression_r
    1
    mlauber71
  11. Workflow
    H2O.ai AutoML (wrapped with Python) in KNIME for regression problems
    H2o Automl Knime
    +8
    H2O.ai AutoML (wrapped with Python) in KNIME for regression problems - a powerful auto-machine-learning framework (https://hub.kn…
    mlauber71 > Public > automl > kn_automl_h2o_regression_python
    1
    mlauber71
  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
  13. Workflow
    Local Interpretation Workflow
    XAI Counterfactual AutoML
    +7
    This workflow demonstrates the use of the Local Explanation View component on three separate datasets on which the AutoML compone…
    corey > Public > 01_Local_Explanation_Examples
    1
    paolotamag
  14. 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
  15. Workflow
    H2O AutoML for Regression
    H2O Machine learning Automl
    +3
    This example shows how to build a regression model with H2O AutoML, predict new data and score the regression metrics for model e…
    knime > Examples > 04_Analytics > 15_H2O_Machine_Learning > 11_H2O_AutoML_Regression_Model
    1
    knime
  16. Workflow
    SHAP and Shapley Values Loop Nodes with AutoML
    Machine learning interpretability Mli Force plot
    +5
    This worflow shows how to use SHAP and Shapley Values Loop nodes and it creates Stacked Bar Charts similar to Force Plots for you…
    k10shetty1 > XAI Space > Classification > AutoML > 06_SHAP_and_Shapley_Values
    1
    k10shetty1
  17. Workflow
    SHAP and Shapley Values Loop Nodes with AutoML (Regression)
    Machine learning interpretability Mli Force plot
    +5
    This worflow shows how to use SHAP and Shapley Values Loop nodes and it creates Stacked Bar Charts similar to Force Plots for you…
    k10shetty1 > XAI Space > Regression > AutoML > 02_SHAP_and_Shapley_Values
    0
    k10shetty1
  18. 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…
    k10shetty1 > XAI Space > Classification > AutoML > 08_Partial_Dependence_Pre-processing
    0
    k10shetty1
  19. Workflow
    LIME Loop Nodes with AutoML (Regression)
    LIME Machine learning interpretability Mli
    +10
    This is an example for computing explanation using LIME. AutoML (Regression) component is used to select the best model, but any …
    k10shetty1 > XAI Space > Regression > AutoML > 03_Compute_LIMEs
    0
    k10shetty1
  20. Workflow
    H2O.ai AutoML (wrapped with Python) in KNIME for regression problems
    H2o Automl Knime
    +8
    H2O.ai AutoML (wrapped with Python) in KNIME for regression problems - a powerful auto-machine-learning framework (https://hub.kn…
    anna_k > Public > kn_automl_h2o_regression_python
    0
    anna_k