Applies a regression XGBoost model to predict data.
Options
Popular Successors
- Numeric Scorer23 %
- X-Aggregator6 %
- Scorer2 %
- Column Filter2 %
- CSV Writer2 %
Column Rename2 %- ROC Curve (legacy)2 %
- Loop End1 %
- Denormalizer1 %
- Number Rounder1 %
- 2D/3D Scatterplot1 %
- RowID1 %
- Color Manager1 %
- Line Plot (JavaScript)1 %
- String Manipulation1 %
- CASE Switch End1 %
- Scatter Plot (legacy)1 %
- Scatter Plot1 %
- Parameter Optimization Loop End1 %
Python Script (1⇒2)1 %- Python Script (legacy)1 %
Loop End< 1 %- Recursive Loop End< 1 %
- Linear Regression Learner< 1 %
Scorer< 1 %Numeric Scorer< 1 %- Concatenate< 1 %
- Column Appender< 1 %
Row Filter (deprecated)< 1 %- GroupBy< 1 %
- Joiner< 1 %
- Missing Value< 1 %
- Rule Engine< 1 %
- Statistics< 1 %
CASE Switch Data (End)< 1 %- Line Plot (Plotly)< 1 %
- Column Expressions< 1 %
- Math Formula< 1 %
- Math Formula (Multi Column)< 1 %
- Scatter Plot (JFreeChart)< 1 %
- Excel Writer< 1 %
- Scorer (JavaScript)< 1 %
- ROC Curve (JavaScript)< 1 %
- Scatter Plot (JavaScript)< 1 %
- SHAP Loop End< 1 %
- Gradient Boosted Trees Predictor (Regression)< 1 %
- Linear Correlation< 1 %
- Interactive Table (legacy)< 1 %
- Voting Loop End< 1 %
- Loop End (Column Append)< 1 %
Joiner< 1 %- Rule-based Row Filter< 1 %
- Capture Workflow End< 1 %
- Scatter Plot (Plotly)< 1 %
- Multiobjective Score Computation< 1 %
- Date&Time-based Row Filter< 1 %
XGBoost Linear Ensemble Learner (Regression)< 1 %XGBoost Tree Ensemble Learner (Regression)< 1 %CSV Writer< 1 %- Column Rename (Regex)< 1 %
- Column Resorter< 1 %
- Many to One< 1 %
- Double to Integer< 1 %
Rank Correlation< 1 %- Enrichment Plotter (legacy)< 1 %
- Prediction Fusion< 1 %
Excel Writer (XLS)< 1 %- Table View (JavaScript)< 1 %
- Partial Dependence/ICE Plot< 1 %
XGBoost Tree Ensemble Learner< 1 %- XGBoost Predictor (Regression)< 1 %
- Model Acceptability Criteria< 1 %
- Outlier Removal< 1 %
- Byte Vector Distances< 1 %
Table Row to Variable< 1 %- Java Edit Variable< 1 %
- Java Snippet< 1 %
- Group Loop Start< 1 %
- Regression Predictor< 1 %
- Entropy Scorer< 1 %
- Gradient Boosted Trees Learner (Regression)< 1 %
Concatenate (Optional in)< 1 %- Auto-Binner (Apply)< 1 %
Column Appender< 1 %- Lag Column< 1 %
- Column Merger< 1 %
- Constant Value Column< 1 %
Linear Correlation< 1 %- Reference Column Filter< 1 %
- Partitioning< 1 %
- Rank< 1 %
- Row Sampling< 1 %
- Sorter< 1 %
- Table Transposer< 1 %
- Rank Correlation< 1 %
- Data Explorer< 1 %
- One-way ANOVA< 1 %
- Timer Info< 1 %
- Histogram (legacy)< 1 %
- Line Plot (legacy)< 1 %
- Parallel Coordinates (legacy)< 1 %
- Parallel Chunk End< 1 %
- DB Insert< 1 %
- DB Writer< 1 %
- Counter Generation< 1 %
- Numeric Distances< 1 %
- Boosting Learner Loop End< 1 %
Tableau Writer (Hyper)< 1 %- Lift Chart (JavaScript)< 1 %
- Shapley Values Loop End< 1 %
Python Script (1⇒1)< 1 %- R View (Table)< 1 %
- Data to Report (BIRT)< 1 %
XGBoost Linear Ensemble Learner< 1 %- XGBoost Predictor< 1 %
RMSE Calculator< 1 %
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Workflows
02_AutoML_Regression_and_Classification_ExamplesKNIME Hub- 02_AutoML_Regression_and_Classification_ExamplesKNIME Hub
- 02_Housing_Value_Regression_with_XGBoostKNIME Hub
- 02_Housing_Value_Regression_with_XGBoostKNIME Hub
- 02_SHAP_and_Shapley_ValuesKNIME Hub
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