This Node Is Deprecated — This version of the node has been replaced with a new and improved version. The old version is kept for backwards-compatibility, but for all new workflows we suggest to use the version linked below.
Go to Suggested ReplacementGradient Boosted Trees PredictorClassifies data using a Gradient Boosted Trees model. The implementation follows the algorithms described in "Greedy Function Approximation: A Gradient Boosting Machine" by Jerome H. Friedman (1999)". For more information you can also take a look at this .
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Popular Successors
- X-Aggregator36 %
- Scorer (JavaScript)8 %
CSV Writer5 %String To Number4 %PMML Gradient Boosted Trees Predictor3 %- Interactive Table (legacy)2 %
- Rule Engine2 %
CASE Switch Data (End)2 %Row Filter (deprecated)2 %Gradient Boosted Trees Predictor1 %- GroupBy1 %
- Rule-based Row Filter1 %
- Crosstab1 %
- Lift Chart (JavaScript)1 %
- Statistics1 %
Gradient Boosted Trees Learner (Regression)1 %- Denormalizer1 %
- Lift Chart (legacy)< 1 %
- Math Formula< 1 %
- Scatter Plot (JavaScript)< 1 %
Loop End< 1 %- Random Forest Predictor< 1 %
- Color Manager< 1 %
- Boosting Predictor Loop End< 1 %
Scorer< 1 %Gradient Boosted Trees Learner< 1 %Row Splitter (deprecated)< 1 %- Sorter< 1 %
- String Manipulation< 1 %
- Enrichment Plotter (legacy)< 1 %
- ROC Curve (legacy)< 1 %
- Decision Tree Learner< 1 %
- Random Forest Learner< 1 %
Column Appender< 1 %- Constant Value Column< 1 %
- Column Splitter< 1 %
- End IF< 1 %
- Boosting Learner Loop End< 1 %
Numeric Scorer< 1 %- Gradient Boosted Trees Predictor (Regression)< 1 %
- Concatenate< 1 %
- Auto-Binner< 1 %
Column Rename< 1 %- Rule-based Row Splitter< 1 %
- Scatter Plot (legacy)< 1 %
Excel Sheet Appender (XLS)< 1 %- ROC Curve (JavaScript)< 1 %
Python Script (1⇒1)< 1 %Variable to Table Column< 1 %- X-Partitioner< 1 %
- Decision Tree Predictor< 1 %
- SVM Predictor< 1 %
- Tree Ensemble Predictor< 1 %
Number To String< 1 %- Column Merger< 1 %
- Column Filter< 1 %
- Normalizer< 1 %
- Partitioning< 1 %
- RowID< 1 %
- Row Sampling< 1 %
- Interactive Histogram (legacy)< 1 %
- Pie chart (legacy)< 1 %
- Line Plot (legacy)< 1 %
- Math Formula (Multi Column)< 1 %
- Scatter Plot (JFreeChart)< 1 %
- Column Filter (legacy)< 1 %
Python Script (2⇒1)< 1 %- R Plot< 1 %
- Entropy Uncertainty Scorer< 1 %
Table Row to Variable< 1 %- Table to Image< 1 %
Table Writer< 1 %Backward Feature Elimination End< 1 %- Fuzzy Rule Learner< 1 %
- Decision Tree to Image< 1 %
- Logistic Regression Predictor< 1 %
- Regression Predictor< 1 %
- Entropy Scorer< 1 %
- Numeric Scorer< 1 %
Concatenate (Optional in)< 1 %- Number to String< 1 %
- Column Resorter< 1 %
- Cross Joiner< 1 %
- Reference Column Filter< 1 %
Joiner< 1 %- Pivot< 1 %
- Missing Value< 1 %
- String Replacer< 1 %
- Table Transposer< 1 %
- Unpivot< 1 %
- Value Counter< 1 %
- HiLite Table (legacy)< 1 %
- Histogram (legacy)< 1 %
- Box Plot (legacy)< 1 %
- Bar Chart (JavaScript)< 1 %
PMML Predictor< 1 %- Voting Loop End< 1 %
- Histogram Chart (JFreeChart)< 1 %
Excel Writer (XLS)< 1 %- Decision Tree View (JavaScript)< 1 %
- Table View (JavaScript)< 1 %
- Line Plot (JavaScript)< 1 %
- Table Editor (JavaScript)< 1 %
- Container Output (Table)< 1 %
- Parameter Optimization Loop End< 1 %
- Score Erosion< 1 %
- R Snippet< 1 %
- Table to R< 1 %
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03_Model_Deployment_as_REST_APIKNIME Hub- 03_Model_Deployment_as_REST_APIKNIME Hub
- 03_Model_Deployment_as_REST_APIKNIME Hub
- 03_Model_Deployment_as_REST_API (1)KNIME Hub
- 04_Model_Deployment_dashboard_WebPortalKNIME Hub
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