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Binary classification
Counterfactual Explainations Counterfactual Instances Explainable AI Interpretable ML Interpretable Machine Learning XAI Python and KNIME Python-KNIME
  1. Workflow
    VEGFR2 Predict
    Drug-discovery Machine learning Binary classification
    +1
    To predect small molecules for the activity of VEGFR2 inhibitors.
    nancytripathi > Public > VEGFR2 Predict
    1
    nancytripathi
  2. Workflow
    Counterfactual Explanations for scikit-learn (Python)
    Interpretable ML Python and KNIME Counterfactual Instances
    +5
    This application is a simple example of using Conterfactual Explanations (Python) component to identify the Counterfactual Instan…
    mpattadkal > Counterfactual Explanation (Python) > 01_KNIME_Workflows > 03_Counterfactual_Explanations_for_scikit-learn_(Python)
    1
    mpattadkal
  3. Workflow
    ECG Heartbeat Classification Dataset (PTB)
    ECG Conv1D Neural Network
    +3
    This ECG dataset is provided by Physikalisch-Technische Bundesanstalt (PTB) and is available on Kaggle (https://www.kaggle.com/sh…
    knime > Digital Healthcare > ECG Arrythmia Detection > ecg_cnn_ptb
    1
    knime
  4. Workflow
    Counterfactual Explanations for Keras
    Counterfactual Instances Counterfactual Explainations Binary Classification
    +6
    This application is a simple example of using Conterfactual Explanations (Python) component to identify the Counterfactual Instan…
    mpattadkal > Counterfactual Explanation (Python) > 01_KNIME_Workflows > 02_Counterfactual_Explanations_for_Keras
    1
    mpattadkal
  5. Workflow
    Train and Explain Keras Network with Counterfactuals
    Counterfactual Instances Counterfactual Explainations Binary Classification
    +5
    This application is a simple example of using Conterfactual Explanations (Python) Component to identify the counterfactual instan…
    mpattadkal > Counterfactual Explanation (Python) > 01_KNIME_Workflows > 01_Train_and_Explain_Keras_Network_with_Counterfactuals
    1
    mpattadkal
  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
    Binary Classification Inspector Example
    Binary classification Machine learning model Bayesian
    +2
    This workflow demonstrates the functionality of the Binary Classification Inspector node. It produces a complex view made of four…
    knime > Examples > 03_Visualization > 02_JavaScript > 13_Binary_Classification_Inspector
    0
    knime
  8. Workflow
    Training Workflow with Manual Deployment
    Manual deployment Threshold optimization Binary classification
    +1
    This workflow shows a simple example of churn prediction with interactive threshold optimization. This workflow is used for compa…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 01_Machine_Learning_Deployment > 01_Machine_Learning_with_Manual_Deployment > 01_Modelling_Workflow_with_Manual_Deployment
    0
    knime
  9. Workflow
    Production Workflow with Manual Deployment
    Manual deployment Churn prediction Binary classification
    +1
    This workflow shows a simple example of churn prediction deployment with optimized threshold. This workflow is used for compariso…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 01_Machine_Learning_Deployment > 01_Machine_Learning_with_Manual_Deployment > 02_Deployment_Workflow_with_Manual_Deployment
    0
    knime