Fuses multiple prediction confidences into one, combined prediction, using the selected fusion method.
The selected fusion method will be applied to all confidence values (resulting from multiple predictions)
of the same class. After the fusion method was applied, the resulting combined prediction confidences
will be normalized to add up to one, such that they can be interpreted as probabilities.
Note: Missing values will be skipped.
Options
Popular Successors
Joiner20 %- Line Plot (legacy)5 %
- Voting Loop End5 %
- Scorer (JavaScript)4 %
Numeric Scorer4 %- Prediction Fusion4 %
- ROC Curve (legacy)3 %
- Color Manager2 %
- ROC Curve (JavaScript)2 %
CSV Writer2 %- Scorer2 %
- Numeric Scorer2 %
- Column Filter2 %
- Joiner2 %
- Rule-based Row Filter2 %
- Rule Engine2 %
- Math Formula2 %
- Boosting Learner Loop End1 %
- Cell to Model1 %
- CSV Writer1 %
Table Writer1 %- Number to String (PMML)1 %
- Rank1 %
- RowID1 %
- Model Loop Start1 %
- Table to PMML Ensemble1 %
XLS Writer1 %- MDS< 1 %
Regression Predictor< 1 %Scorer< 1 %- Tree Ensemble Predictor< 1 %
- Sorter< 1 %
- Cell to PMML< 1 %
- Excel Writer< 1 %
- Strings to Document< 1 %
- 2D/3D Scatterplot< 1 %
- Feature Selection Loop Start (1:1)< 1 %
- X-Aggregator< 1 %
- X-Partitioner< 1 %
- Fuzzy Rule Predictor< 1 %
- Cluster Assigner< 1 %
- Decision Tree Learner< 1 %
- Decision Tree Predictor< 1 %
K Nearest Neighbor< 1 %- Linear Regression Learner< 1 %
- Regression Predictor< 1 %
Scorer (deprecated)< 1 %- SMOTE< 1 %
- Association Rule Learner< 1 %
- SVM Learner< 1 %
- SVM Predictor< 1 %
Random Forest Predictor< 1 %- Gradient Boosted Trees Predictor< 1 %
- Random Forest Learner< 1 %
- Random Forest Predictor (Regression)< 1 %
- Concatenate< 1 %
- Auto-Binner< 1 %
Number To String< 1 %String To Number< 1 %- String to Number< 1 %
Linear Correlation< 1 %Row Filter (deprecated)< 1 %- Reference Row Splitter< 1 %
- GroupBy< 1 %
- Denormalizer< 1 %
- Normalizer< 1 %
Column Rename< 1 %- Number Rounder< 1 %
String Replace (Dictionary)< 1 %- Table Transposer< 1 %
- Statistics< 1 %
- Conditional Box Plot (legacy)< 1 %
- Lift Chart (legacy)< 1 %
- Scatter Plot (legacy)< 1 %
- Interactive Table (legacy)< 1 %
PMML Predictor< 1 %Excel Writer (XLS)< 1 %- Spark Line Appender< 1 %
- Table View (JavaScript)< 1 %
- Lift Chart (JavaScript)< 1 %
- Line Plot (JavaScript)< 1 %
- Scatter Plot (JavaScript)< 1 %
- Binary Classification Inspector< 1 %
- Python Predictor (legacy)< 1 %
- R Snippet< 1 %
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Workflows
01_AnalyticsKNIME Hub- 01_Combining_Classifiers_using_Prediction_FusionKNIME Hub
- 04_Cross-Platform_Ensemble_ModelKNIME Hub
- StromverträgeKNIME Hub
- Stromverträge_2KNIME Hub
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