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.

Example workflow for Fourier Analysis Component
Example Server Components Fast Fourier Transform Frequency Transformation Python IoT Internet of ThingsThis example workflow shows how to use the Fast Fourier Transform (FFT) Component.ana_ved > Public > Fourier_Analysis_use_case 
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 > Public > 03_Interactive_MLI_Composite_View 
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 
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 
Guided Analytics with Shared Components
guided analytics shared component autoML interpretability machine learning shapley shapley values partial dependence explanation mli machine learning interpretability model agnostic automated visualization autoviz column relevance WebPortalSimple example where an interactive guided analytics WebPortal application is created via Shared Components from KNIME H…paolotamag > Public > Guided_Analytics_with_Shared_Components 
Example Using The Parameter Optimization Component
Parameter Optimization Parameter Optimization Hyperparameter Optimization Hyperparameter Random Forest Random Search Grid Search Brute Force Bayesian Optimization HillclimbingThis workflow is an example of how to use the Parameter Optimization component. It optimizes the parameter of the adult …knime > Examples > 04_Analytics > 11_Optimization > 09_General_Parameter_Optimization_Example 
Quantile normalization example
forum exampleQuantile normalization is a technique to make two distributions identical in statistical properties, see https://en.wiki…lisovyi > Public > Examples > QN_demo 
Breakpoint
This workflow demonstrates the usage of the "Breakpoint" node.knime > Examples > 06_Control_Structures > 04_Loops > 17_Usage_of_Breakpoint_in_Loops 
FFT example
signal processing FFT Fourier beginner visualization componentA basic example showing how to do Fast Fourier Analysis (FFT) in KNIME either using a native node or a public shared com…lisovyi > Public > forum > forum_19416 
Techniques for Dimensionality Reduction
ETL big data data preprocessing performance accuracy classification dimensionality reduction LDA autoencoder tSNE PCA backward feature elimination forward feature selection feature selectionThis workflow performs classification on data sets that were reduced using the following dimensionality reduction techni…knime > Examples > 04_Analytics > 01_Preprocessing > 02_Techniques_for_Dimensionality_Reduction > 02_Techniques_for_Dimensionality_Reduction