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+7
  1. Workflow
    Analyze Data by Training a Linear Regression model for House Price Prediction
    Regression Linear Regression Beginner
    +2
    This workflow is an example of how to train a basic machine learning model - Linear Regression for a house price prediction task …
    knime > Beginners Space > 04_Analyze > 04_Analyze_Linear_Regression
    5
    knime
  2. Workflow
    Topic Models from Reviews
    Marketing Analytics Regression R script
    +5
    This workflow addresses the problem of extracting and modeling topics from reviews. Block 1 performs the data preparation on revi…
    knime > Machine Learning and Marketing > Consumer Mindset Metrics > CX and Topic Models > Topic Models from reviews
    4
    knime
  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
    Evaluating the Performance of a Regression Model
    Model evaluation Regression Prediction
    +10
    This workflow trains a linear regression model that predicts the amount of a credit. The performance of the linear regression mod…
    knime > Examples > 04_Analytics > 10_Scoring > 04_Evaluating_Regression_Model_Performance
    2
    knime
  5. Workflow
    Linear Regression With KNIME AP
    Regression Linear Regression
    An example of a linear regression model using Linear Regression Learner and Regression Predictor node. Goodness-of-fit metrics ar…
    hayasaka > Public > Linear Regression Example
    1
    hayasaka
  6. Workflow
    Adjusted R2 Measure
    Regression R2 Adjusted
    How to compute adjusted R2 measure from pre-computed R2 from Numeric Scorer node on validation/test data partition
    paolotamag > Public > Adjusted_R2_Measure
    1
    paolotamag
  7. Workflow
    COPA 2023 - Mondrian conformal predictive systems experiment
    Mondrian Conformal predictive systems COPA
    +3
    This workflow has been prepared as part of a paper introducing conformal predictive systems in KNIME. The paper was submitted to …
    tuwelofstrom > Predicting with Confidence > COPA 2023 - Conformal Predictive Systems > COPA 2023 - Mondrian conformal predictive systems experiment
    1
    tuwelofstrom
  8. 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
  9. 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
  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
    COPA 2023 - Conformal predictive systems - simple use cases
    Conformal prediction COPA Mondrian
    +3
    This workflow has been prepared as part of a paper, submitted to the COPA 2023 conference, introducing conformal predictive syste…
    tuwelofstrom > Predicting with Confidence > COPA 2023 - Conformal Predictive Systems > COPA 2023 - Conformal predictive systems - simple use cases
    1
    tuwelofstrom
  12. Workflow
    Housing Value Prediction using Regression
    Deeplearning Machine learning Regression
    +1
    This workflow shows how to use an MLP to predict a target value of a small real world example dataset. Dataset and description av…
    knime > Examples > 04_Analytics > 14_Deep_Learning > 01_DL4J > 11_Housing_Value_Prediction_Using_Regression
    1
    knime
  13. 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. Workflow
    RegressionPlotter
    Regression Chart Linear
    LRL 2022 (thanks to Paolo Tamagnini for inputs and support!)
    zioludo > Public > RegressionPlotter
    1
    zioludo
  15. Workflow
    Housing Value Prediction using XGBoost for Regression
    XGBoost Regression Gradient boosting
    +5
    This workflow shows how the XGBoost nodes can be used for regression tasks. It also demonstrates a combination of parameter optim…
    knime > Examples > 04_Analytics > 16_XGBoost > 02_Housing_Value_Regression_with_XGBoost
    1
    knime
  16. Workflow
    Advanced Machine Learning - Exercise
    Parameter optimization Random forest Machine learning
    +2
    This workflow shows a hands-on exercise in the L2-DS Introduction to KNIME Analytics Platform for Data Scientists - Advanced cour…
    mchughjk > Public > IT4015 Lab 4 > Lab 4 - Custom Data > 04 Advanced Machine Learning
    0
    mchughjk
  17. Workflow
    Analyze Data by Training a Linear Regression model for House Price Prediction
    Regression Linear Regression Beginner
    +2
    This workflow is an example of how to train a basic machine learning model - Linear Regression for a house price prediction task
    parul24 > Public > 04_Analyze_Linear_Regression
    0
    parul24
  18. Workflow
    Conformal prediction regression (advanced)
    Conformal prediction Regression Integrated deployment
    +2
    This demo describes how to enrich the regression workflow with conformal prediction methods that allows to estimate model predict…
    artem > Public > Conformal prediction regression (advanced)
    0
    artem
  19. 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…
    l20121 > Public > kn_automl_h2o_regression_r
    0
    l20121
  20. Workflow
    Advanced Machine Learning - Exercise
    Parameter optimization Random forest Machine learning
    +2
    This workflow shows a hands-on exercise in the L2-DS Introduction to KNIME Analytics Platform for Data Scientists - Advanced cour…
    murrayrf > Public > Lab_4 > Lab_4_CustomData > 04 Advanced Machine Learning_Custom
    0
    murrayrf