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Classification Decision tree Education Scorer Linear regression
+15
  1. Workflow
    Evaluating Classification Model Performance
    Classification model Model evaluation Confusion matrix
    +3
    This workflow trains a classification model using the Decision Tree algorithm and evaluates its accuracy by scoring metrics, ROC …
    knime > Examples > 04_Analytics > 10_Scoring > 01_Evaluating_Classification_Model_Performance
    4
  2. Workflow
    Cohen's Kappa for Evaluating Classification Models
    Model evaluation Resampling Cohen's kappa
    +4
    This workflow demonstrates how Cohen's kappa can be used to evaluate the performance of a classification model when dealing with …
    knime > Examples > 04_Analytics > 10_Scoring > 05_Cohen's_Kappa_for_Evaluating_Classification_Models
    1
  3. Workflow
    09 Decision Tree and Classification Model Evaluation
    Classification Decision tree Overall accuracy
    +3
    Exercise for training a classification model. Train and apply a decision tree model. Evaluate the model's performance with scorin…
    knime > Education > Self-Paced Courses > L1-DS KNIME Analytics Platform for Data Scientists - Basics > Exercises > 09 Decision Tree Model
    0
  4. Workflow
    Numeric_Scorer
    GIDS Exercise Academia
    +2
    Numeric scorer: compare performance of two regression models
    knime > Academic Alliance > Guide to Intelligent Data Science > Exercises > Chapter5_Principles_of_Modeling > Numeric_Scorer_Solution
    0
  5. Workflow
    Numeric_Scorer
    GIDS Exercise Academia
    +2
    Numeric scorer: compare performance of two regression models
    knime > Academic Alliance > Guide to Intelligent Data Science > Exercises > Chapter5_Principles_of_Modeling > Numeric_Scorer_Exercise
    0
  6. Workflow
    ROC_Curve
    GIDS Exercise Academia
    +2
    ROC Curve: compare the performance of two classification models
    knime > Academic Alliance > Guide to Intelligent Data Science > Exercises > Chapter5_Principles_of_Modeling > ROC_Curve_Exercise
    0
  7. Workflow
    ROC_Curve
    GIDS Exercise Academia
    +2
    ROC Curve: compare the performance of two classification models
    knime > Academic Alliance > Guide to Intelligent Data Science > Exercises > Chapter5_Principles_of_Modeling > ROC_Curve_Solution
    0
  8. Workflow
    H2O scoring model performance metrics
    H2O Scoring Machine learning
    +1
    In this example we take a look at the KNIME Nodes for H2O Scoring. There are different H2O Scorer Nodes in KNIME for different Ma…
    knime > Examples > 04_Analytics > 15_H2O_Machine_Learning > 05_H2O_Scoring
    0
  9. Component
    Model Quality Classification - Graphics
    Model Quality Classification - Graphics (with R) a lot of this workflow is based on the article and on my experience with data mi…
    mlauber71 > Public > automl > Model Quality Classification - Graphics
    0
  10. Workflow
    Decision Tree
    Classification Education Decision tree
    +4
    Decision Tree: binary classification of house ranking (high/low rank). - Create target column - Filter unnecessary columns - Spli…
    knime > Academic Alliance > Guide to Intelligent Data Science > Exercises > Chapter8_Decision_and_Regression_Trees > Decision_Tree_Solution
    0
  11. Workflow
    Decision Tree
    Classification Education Decision tree
    +4
    Decision Tree: binary classification of house ranking (high/low rank). - Create target column - Filter unnecessary columns - Spli…
    knime > Academic Alliance > Guide to Intelligent Data Science > Exercises > Chapter8_Decision_and_Regression_Trees > Decision_Tree_Exercise
    0
  12. 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
  13. Extension
    KNIME Compiled Model Export Trusted extension
    Nodes for exporting models that were translated from PMML to Java bytecode.

    KNIME AG, Zurich, Switzerland

    1
  14. Workflow
    From Modeling to Scoring: Finding an Optimal Classification based on Cost and Profit
    Classification model Model evaluation Profit
    +3
    This workflow trains a classification model using the Linear Regression algorithm. The class prediction is evaluated by overall a…
    knime > Finance, Accounting, and Audit > From Modeling to Scoring Finding an Optimal Classification based on Cost and Profit
    0
  15. Workflow
    02 Stock Prediction - Model Training
    Stock prediction Finance Time series
    This workflow trains, optimizes, and evaluates a model for stock prediction on H2O. The workflow generates a prediction of the ad…
    knime > Codeless Time Series Analysis with KNIME > Chapter 14 > 02 Stock Prediction - Model Training
    0
  16. Node / Manipulator
    RTEvaluation
    Community Nodes OpenMS Utilities
    Application that evaluates TPs (true positives), TNs, FPs, and FNs for an idXML file with predicted RTs. Web Documentation for RT…
    0
  17. Workflow
    Training and Testing a Model (decision tree)
    TheGuideBook Decision tree Testing
    +11
    This workflow shows how to train and test a basic classification model. Using the adult dataset, a decision tree is trained and t…
    knime > Academic Alliance > Guide to Intelligent Data Science > Example Workflows > Chapter5 > 01_CrossValidation_Scorer_ROC
    0
  18. Workflow
    09 Decision Tree and Classification Model Evaluation
    Classification Decision tree Overall accuracy
    +3
    Exercise for training a classification model. Train and apply a decision tree model. Evaluate the model's performance with scorin…
    03014018 > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > Exercises > 09 Decision Tree Model
    0
  19. Workflow
    09 Decision Tree and Classification Model Evaluation
    Classification Decision tree Overall accuracy
    +3
    Exercise for training a classification model. Train and apply a decision tree model. Evaluate the model's performance with scorin…
    annaletto123 > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > Exercises > 09 Decision Tree Model
    0
  20. Workflow
    09 Decision Tree and Classification Model Evaluation
    Classification Decision tree Overall accuracy
    +3
    Exercise for training a classification model. Train and apply a decision tree model. Evaluate the model's performance with scorin…
    bsol > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > Exercises > 09 Decision Tree Model
    0