This node combines two PMML document fragments, where one contains a model and the other transformations. In the workflow the process of documenting the transformations and creating the model are separated, so this node can combine them. References to transformed fields in the model are changed to point to the actual derived fields, which are denoted by stars (*) as postfix of the field name. When adding the transformations it is ensured that only fields from the data dictionary are present in the mining schema of the model. When a model is learned on transformed data, it may have transformed fields in the data dictionary and therefore also in the mining schema. Those fields can be safely removed because they are also present in the transformation dictionary of the second input. If a model is learned with a transformed field being the target, the field is removed from the transformation dictionary and a warning is given.
Popular Predecessors
- Table to PMML Ensemble14 %
- PMML Ensemble Loop End10 %
- SVM Learner7 %
- Linear Regression Learner7 %
- Cell to PMML6 %
k-Means (deprecated)5 %- PMML Transformation Appender5 %
PMML Reader4 %- Logistic Regression Learner3 %
- Empty PMML Creator3 %
- Normalizer (PMML)3 %
- PMML Validation Data Appender3 %
Naive Bayes Learner2 %- Category to Number2 %
- Numeric Binner (PMML)2 %
PMML Reader2 %Model Reader1 %- Decision Tree Learner1 %
Logistic Regression Learner1 %- Fuzzy c-Means< 1 %
- Polynomial Regression Learner< 1 %
- PMML Model Appender< 1 %
- Missing Value< 1 %
- Ruleset Editor< 1 %
- Column Filter (PMML)< 1 %
- Normalizer Apply (PMML)< 1 %
- Decision Tree to Ruleset< 1 %
- R to PMML< 1 %
- PMML Reader< 1 %
- RProp MLP Learner< 1 %
- Simple Regression Tree to PMML< 1 %
- One to Many (PMML)< 1 %
- Naive Bayes Learner< 1 %
- Gradient Boosted Trees to PMML< 1 %
- Number to Category (Apply)< 1 %
- Denormalizer (PMML)< 1 %
CASE Switch Model (Start)< 1 %- Model Reader< 1 %
Views
- This node has no views
Workflows
01_Example_for_Using_PMML_for_Transformation_and_PredictionKNIME Hub- 01_Model_Selection_SampledKNIME Hub
- 3. My First ANNKNIME Hub
- 3. My First ANNKNIME Hub
AutoML - Preview (PMML)KNIME Hub- Show all 8 workflows
Links
- No links available
Developers
You want to see the source code for this node? Click the following button and we’ll use our super-powers to find it for you.