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Machine learning Education Classification Data mining Model evaluation Prediction ROC Curve Clustering Decision tree Analytics
+4
  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
    RegressionPlotter
    Regression Chart Linear
    LRL 2022 (thanks to Paolo Tamagnini for inputs and support!)
    zioludo > Public > RegressionPlotter
    1
    zioludo
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  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
    Data Mining - Solution
    Machine learning Data mining Classification
    +11
    Exercise 4 for KNIME User Training - Training a Decision Tree to predict a nominal target column - Evaluate the model performance…
    ioneliad > Public > ID_Workflow_Group > L1-DS KNIME Analytics Platform for Data Scientists - Basics > solutions > 04. Machine Learning - Solution
    0
    ioneliad
  15. Workflow
    Data Mining - Solution
    Machine learning Data mining Classification
    +11
    Exercise 4 for KNIME User Training - Training a Decision Tree to predict a nominal target column - Evaluate the model performance…
    kmarrs901 > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > solutions > 04. Machine Learning - Solution
    0
    kmarrs901
  16. Workflow
    Regression Tree - solution
    Regression Machine learning Education
    Introduction to Machine Learning Algorithms course - Session 2 Solution to exercise 2 - Partition data into training and test set…
    jiyeonee > Public > L4-ML Introduction to Machine Learning Algorithms > Session_2 > 02_Solutions > 02_Regression_Tree_solution
    0
    jiyeonee
  17. Workflow
    Model Simulation View Component with AutoML (Regression)
    AutoML Automated machine learning Guided analytics
    +10
    This workflow shows how to use the "Model Simulation View" component in combination with the "AutoML (Regression)" component. The…
    knime > XAI Space > Regression > AutoML > 01_Model_Simulation_View
    0
    knime
  18. Workflow
    Predict employee burnout at work
    HR Analytics Regression People Analytics
    Employee burnout may occur for various reasons: employee under excessive pressure; bad relations with colleagues/seniors;not bein…
    ashokharnal > Collection of Components and Workflows > HR Analytics > Employee burnout
    0
    ashokharnal
  19. Workflow
    Predict absenteeism at work
    HR Analytics Regression People Analytics
    It is a simple workflow in HR Analytics demonstrating how to predict rate of absence. Target, AbsenceRate is continuous. Dataset …
    ashokharnal > Collection of Components and Workflows > HR Analytics > Predicting Absenteeism at work
    0
    ashokharnal
  20. Workflow
    Data Mining - Solution
    Machine learning Data mining Classification
    +11
    Exercise 4 for KNIME User Training - Training a Decision Tree to predict a nominal target column - Evaluate the model performance…
    mprof9 > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > solutions > 04. Data Mining - solution
    0
    mprof9