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Regression
Machine learning Education Classification Data mining Model evaluation
+9
  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
  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 > CX and Topic Models > Topic Models from reviews
    4
  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
  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
  5. 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
  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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. Workflow
    c6.2_2_gold_price_prediction
    Time Series RBF Networks Gold price
    +5
    Predict the gold price with KNIME and Python by uncovering underlying trends and business cycles with the Hodrick-Prescott filter…
    deganza > Public > KNIME_Solutions_for_real_applications > c6.2_Gold_price_prediction > c6.2_2_gold_price_prediction
    0
  15. Workflow
    Data Mining
    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…
    kzhqtt > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > exercises > 04. Data Mining
    0
  16. Workflow
    Data Mining
    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…
    mjott > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > exercises > 04. Data Mining
    0
  17. Workflow
    Data Mining
    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 > exercises > 04. Data Mining
    0
  18. 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…
    ethan_74 > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > solutions > 04. Data Mining - solution
    0
  19. 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…
    knime > Education > Courses > L1-DS KNIME Analytics Platform for Data Scientists - Basics > solutions > 04. Data Mining - Solution
    0
  20. Workflow
    H2O.ai AutoML (generic KNIME nodes) in KNIME for regression problems - a powerful auto-machine-learning framework
    H2o Automl Knime
    +9
    H2O.ai AutoML (generic KNIME nodes) in KNIME for regression problems - a powerful auto-machine-learning framework (https://hub.kn…
    mlauber71 > Public > automl > kn_automl_h2o_regression
    0