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 ReplacementRegression PredictorPredicts the response using a regression model.
The node needs to be connected to a regression node model* and some
test data. It is only executable if the test data contains the columns
that are used by the learner model. This node appends a new columns
to the input table containing the prediction for each row.
*You can use nodes like the linear regression, polynomial regression and
the logistic regression node to create regression models.
Options
Popular Successors
Scorer17 %Numeric Scorer15 %- Column Filter7 %
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- Scatter Plot (legacy)4 %
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CSV Writer3 %- Lift Chart (legacy)2 %
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- Crosstab1 %
Backward Feature Elimination End1 %Linear Correlation1 %- Line Chart (JFreeChart)1 %
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String To Number< 1 %Number To String< 1 %- Denormalizer< 1 %
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Column Appender< 1 %- Histogram (legacy)< 1 %
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Excel Sheet Appender (XLS)< 1 %- Java Snippet (simple)< 1 %
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Concatenate (Optional in)< 1 %- Auto-Binner (Apply)< 1 %
- Category to Number< 1 %
- One-way ANOVA< 1 %
- Independent groups t-test< 1 %
- Enrichment Plotter (legacy)< 1 %
Color Appender< 1 %- Prediction Fusion< 1 %
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Binary Scorer< 1 %Loop End (Upto 4 ports)< 1 %- Feature Selection Loop End< 1 %
- Loop End (Column Append)< 1 %
PCA< 1 %- Logistic Regression Learner< 1 %
- Number to Category (Apply)< 1 %
Double To Int< 1 %- Reference Column Filter< 1 %
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XLS Sheet Appender< 1 %Loop End (2 ports)< 1 %K Nearest Neighbor< 1 %Random Forest Predictor (Regression)< 1 %Tree Ensemble Predictor< 1 %Random Forest Predictor< 1 %- Random Forest Predictor (Regression)< 1 %
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Cell Replacer< 1 %- Lag Column< 1 %
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String To Number (PMML)< 1 %String Replace (Dictionary)< 1 %- Unpivot< 1 %
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Odds and Risk Ratios< 1 %- Cronbach Alpha< 1 %
Rank Correlation< 1 %- End IF< 1 %
- Cache< 1 %
- Extract Table Dimension< 1 %
- Timer Info< 1 %
- Conditional Box Plot (legacy)< 1 %
- Interactive Pie chart (legacy)< 1 %
- PMML Transformation Apply< 1 %
- Counter Generation< 1 %
- Matrix Distance< 1 %
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PMML Predictor< 1 %- Cell to PMML< 1 %
Table to PDF< 1 %- External Tool< 1 %
- Table to H2O< 1 %
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- Container Output (JSON)< 1 %
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Python Script (1⇒1)< 1 %- Date&Time to legacy Date&Time< 1 %
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Views
- This node has no views
Workflows
03_Time_Series_AR_DeploymentKNIME Hub- 05_Score_TrendKNIME Hub
- 09_Teradata_Aster_meets_KNIME_TableKNIME Hub
- Automated_Product_ManagementKNIME Hub
- ClassificationKNIME Hub
- Show all 6 workflows
Links
- No links available
Developers
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