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AutoML
XAI Integrated deployment Guided analytics Automated machine learning H2o Knime Machine learning interpretability Xgboost
  1. Go to item
    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
    14
    knime
  2. Go to item
    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
    knime
  3. Go to item
    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. Go to item
    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
  5. Go to item
    Workflow
    Triage Score Prediction
    Triage Automl Medical
    +2
    Triage is the process of determining the priority of patient treatment using an internationally recognized 5-level triage system(…
    knime > Digital Healthcare > Triage Score Prediction > Triage Score Prediction
    2
    knime
  6. Go to item
    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
  7. Go to item
    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…
    knime > XAI Space > Regression > AutoML > 02_SHAP_and_Shapley_Values
    2
    knime
  8. Go to item
    Workflow
    Explaining the Credit Scoring Model with Model Interpretability Components
    AutoML Integrated deployment XAI
    +4
    This workflow demonstrates the usage of the verified components developed to interpret machine learning models. In the example, t…
    lada > Public > XAI > 02_XAI_Credit_Scoring_Example
    2
    lada
  9. Go to item
    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
  10. Go to item
    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
  11. Go to item
    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
  12. Go to item
    Workflow
    H2O.ai AutoML (generic KNIME nodes) in KNIME for classification problems - a powerful auto-machine-learning framework
    H2o Automl Knime
    +8
    H2O.ai AutoML (generic KNIME nodes) in KNIME for classification problems - a powerful auto-machine-learning framework (https://hu…
    mlauber71 > Public > automl > kn_automl_h2o_classification
    1
    mlauber71
  13. Go to item
    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
  14. Go to item
    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
  15. Go to item
    Workflow
    Explaining Global Feature Importance of a Credit Scoring Model
    AutoML Integrated deployment XAI
    +6
    In the example, the Credit Scoring data set is partitioned to training and test samples. Then, the black box model (Neural Networ…
    lada > Public > XAI > 03_XAI_Credit_Scoring_Example_Global_Feature_Importance
    1
    lada
  16. Go to item
    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
  17. Go to item
    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
    1
    knimest
  18. Go to item
    Workflow
    Challenge 24 - Modeling Churn Predictions Part 2
    Churn Justknimeit Automl
    +1
    knime > Just KNIME It! > Season 1 > Challenge 24 - Churning Problem Part 2 - Solution
    1
    knime
  19. Go to item
    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! > Season 1 > Challenge 25 - Churning Problem Part 3 - Solution
    1
    knime
  20. Go to item
    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

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