Breakpoint
Manipulator
This node halts execution when the incoming data table fulfills a user specified condition (empty, inactive branch, variable has specified value...).
Input ports
 Type: Data The input table.
Output ports
 Type: Data The input table if not halted.

Credit Scoring
Credit Scoring Credit Rating Customer Risk Decision Tree Neural Network SVMThis KNIME workflow focuses on creating a credit scoring model based on historical data. As with all data mining modelin…maarit > Component Story > Workflows > Building a Credit Scoring Model_3 
Model Interpretability, Titanic
Titanic Random Forest ML Interpretability Interactive ViewDemonstrates use of Shap, Shapley, and LIME implemenatations in KNIME 4.0 and generates a basic combined view. Uses Rand…corey > ML Interpretability, Titanic Data 
Interactive MLI Composite View
machine learning interpretability MLI PDP ICE partial dependence individual conditional expectation shapley shapley values explanation explain interpretability interpret violin plot plotly composite view hilitingThis worflow will show how to use the interactive views of JavaScript nodes to visualize in a single Composite View a nu…paolotamag > 03_Interactive_MLI_Composite_View 
Model Interpretability, Titanic
Titanic Random Forest ML Interpretability Interactive ViewDemonstrates use of Shap, Shapley, and LIME implemenatations in KNIME 4.0 and generates a basic combined view. Uses Rand…knime > Examples > 04_Analytics > 17_Machine_Learning_Interpretability > 03_Titantic_Prediction_Explanations 
Recover from Breakpoint
This workflow demonstrates the usage of the "Breakpoint" node and how to recover from an event triggered by the breakpo…knime > Examples > 06_Control_Structures > 04_Loops > 18_Recover_from_Breakpoint_in_Loop 
BLS Reporting
tardispilot > BLS Reporting 
Compute Local Modelagnostic Explanations (LIMEs)
LIME machine learning interpretability mli explanation instancelevel explanation reason code explain interpret model machine learning XGB XGBoostThis is an example for computing explanation using LIME. An XGBoost model was picked, but any model and its set of Learn…knime > Examples > 04_Analytics > 17_Machine_Learning_Interpretability > 01_Compute_LIMEs 
Partial Dependence Plot Example
partial dependence pdp pdp plot ice ice curves individual conditional expectation machine learning interpretability mli MLI preprocessing preprocessing sampling sample linear sampling partial dependence/ICE plot preprocessing componentThis is an example for visualizing partial dependence plot and ICE curves plot in KNIME. An XGBoost model was picked, bu…knime > Examples > 04_Analytics > 17_Machine_Learning_Interpretability > 02_Partial_Dependence_Preprocessing 
Example workflow for Fourier Analysis Component
Example Server Components Fast Fourier Transform Frequency Transformation PythonThis example workflow shows how to use the Fast Fourier Transform (FFT) Component.ana_ved > Fourier_Analysis_use_case 
Calculate and Analyze Asset Return Series
prices returns log returns time series finance distribution normality JBtestCalculate asset (log) return series from asset price series. Calculate multiperiod simple and log returns from single p…knime > Examples > 04_Analytics > 07_Time_Series > 03_Calculate_and_Analyze_Asset_Return_Series