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Scoring
Machine learning Model evaluation ROC Curve Classification Data mining Education Prediction Partitioning Decision tree
  1. Workflow
    Risk Scoring: Estimation of Probability of Default
    Risk Scoring Risk assessment
    +5
    The probability of default is a metric that lenders use to assess risk on customers, group them into similar risk bands, and dete…
    knime > Examples > 50_Applications > 38_Credit_Risk_Assessment > Credit_Scoring_Training
    1
    knime
  2. Workflow
    Applying Optimized Threshold from Binary Calssification Inspector
    Machine Learning Classification Data Mining
    +7
    This workflow is made to show how to apply the threshold computed by the Binary Classification Inspector for new data. the thresh…
    paolotamag > Public > Applying_Optimized_Threshold_from_Binary_Calssification_Inspector
    1
    paolotamag
  3. Workflow
    Visual Scoring Techniques for Classification Models
    Churn Scoring ROC Curve
    +3
    This workflow implements the following visual model scoring techniques: - ROC Curve - Lift Chart - Cumulative Gain Chart In addit…
    knime > Examples > 04_Analytics > 10_Scoring > 07_Visual_Scoring_Techniques_for_Classification_Models
    1
    knime
  4. Workflow
    Risk Scoring: Estimation of Probability of Default
    Risk Scoring Risk assessment
    +5
    The probability of default is a metric that lenders use to assess risk on customers, group them into similar risk bands, and dete…
    alinebessa > Courses and Workshops > Norbert and Michael - Workshop > Credit_Risk_Assessment > Credit_Scoring
    0
    alinebessa
  5. Workflow
    Advanced Machine Learning - Chemistry Solution
    Machine learning Data mining Classification
    +10
    Solution to the "Advanced Machine Learning Chemistry" exercise for the advanced Life Science User Training - Training a Random Fo…
    rubiocarolina > Public > Solutions > 03. Advanced Machine Learning Chemistry - solution
    0
    rubiocarolina
  6. Workflow
    Group 2 Training, Evaluation and Optimization
    Predictive Analytics Machine Learning Parameter Optimization
    +6
    Tasks for Group 2 in KNIME Data Science Learnathon - Train a Decision Tree on the training set, and apply the model to the test s…
    maarit > University Course > Learnathon UM April 21 > Challenges > Group2_Training_Evaluation_and_Optimization > Group2_1_Training_Evaluation_and_Optimization
    0
    maarit
  7. 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
  8. Workflow
    Group 2 Optional Steps
    Predictive Analytics Machine Learning Cross Validation
    +6
    Optional tasks for Group 2 in KNIME Data Science Learnathon - Apply a cross validation loop to a classification model - Train a c…
    maarit > University Course > Learnathon UM April 21 > Challenges > Group2_Training_Evaluation_and_Optimization > Group2_2_OPTIONAL_Steps
    0
    maarit
  9. Workflow
    Risk Scoring: Estimation of Probability of Default
    Risk Scoring Risk assessment
    +4
    The probability of default is a metric that lenders use to assess risk on customers, group them into similar risk bands, and dete…
    sreekanthnair > Public > Credit_Scoring_Training
    0
    sreekanthnair
  10. 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
  11. Workflow
    Data Mining - Exercise
    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 > exercises > 04. Machine Learning - Exercise
    0
    kmarrs901
  12. 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…
    manpato > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > solutions > 04. Data Mining - solution
    0
    manpato
  13. Workflow
    Advanced Machine Learning - Chemistry Solution
    Machine learning Data mining Classification
    +10
    Solution to the "Advanced Machine Learning Chemistry" exercise for the advanced Life Science User Training - Training a Random Fo…
    ioneliad > Public > ID_Workflow_Group > L2-LS KNIME Analytics Platform for Data Scientists - Life Sciences - Advanced > Solutions > 03. Advanced Machine Learning Chemistry - solution
    0
    ioneliad
  14. Workflow
    Data Mining - Exercise
    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 > exercises > 04. Machine Learning - Exercise
    0
    ioneliad
  15. Workflow
    Advanced Machine Learning - Chemistry
    Machine learning Data mining Classification
    +11
    "Advanced Machine Learning Chemistry" exercise for the advanced Life Science User Training - Training a Random Forest model to pr…
    catherineoleary > Public > L2-LS KNIME Analytics Platform for Data Scientists - Life Sciences - Advanced > Exercises > 03. Advanced Machine Learning Chemistry
    0
    catherineoleary
  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…
    manpato > Public > L1-DS KNIME Analytics Platform for Data Scientists - Basics > exercises > 04. Data Mining
    0
    manpato
  17. Workflow
    Advanced Machine Learning - Chemistry Solution
    Machine learning Data mining Classification
    +10
    Solution to the "Advanced Machine Learning Chemistry" exercise for the advanced Life Science User Training - Training a Random Fo…
    catherineoleary > Public > L2-LS KNIME Analytics Platform for Data Scientists - Life Sciences - Advanced > Solutions > 03. Advanced Machine Learning Chemistry - solution
    0
    catherineoleary
  18. Workflow
    Risk Scoring: Deployment of Estimation of Probability of Default on New Applicant
    Risk Scoring Risk assessment
    +4
    The probability of default is a metric that lenders use to assess risk on customers, group them into similar risk bands, and dete…
    afzal-gul > Public > Credit_Scoring_Deployment
    0
    afzal-gul
  19. 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…
    harlith1 > Public > 04. Data Mining
    0
    harlith1
  20. Workflow
    Group 2 Optional Steps
    Predictive Analytics Machine Learning Cross Validation
    +6
    Solution to the optional tasks for Group 2 in KNIME Data Science Learnathon - Apply a cross validation loop to a classification m…
    knime > Education > Learnathons > From_Raw_Data_To_Deployment > Learnathon > Challenges > Group2_Training_Evaluation_and_Optimization > Group2_2_Optional_Steps
    0
    knime