This component can generate a view to monitor the performance of a model captured with Integrated Deployment. The model can be already deployed or captured in the same workflow where it was trained. The component in order to work requires time stamp and target columns on the deployment data to see how the model performance changes over time.
After configuring and executing the component: Right Click > "Open Interactive View".
Options
Input Ports
- A model captured with the KNIME Integrated Deployment Extension
- Deployment data with timestamp. The time stamp needs to be already converted in Date domain via the String to Date&Time node. Deployment data is data gathered after the deployment of the model on which the model is applied. The ground truth (also called target) column should also be available.
Nodes
- Column Rename3 ×
- GroupBy3 ×
- Joiner3 ×
- Boolean Widget2 ×
- Chunk Loop Start2 ×
- Column Filter2 ×
- Column Selection Configuration2 ×
- Extract Table Dimension2 ×
- Interactive Range Slider Filter Widget2 ×
- Line Plot (Plotly)2 ×
- Linear Regression Learner2 ×
- Loop End2 ×
- Regression Predictor2 ×
- Row Filter2 ×
- RowID2 ×
- Scorer2 ×
- CASE Switch Data (End)1 ×
- CASE Switch Variable (End)1 ×
- CASE Switch Variable (Start)1 ×
- Empty Table Creator1 ×
- Integer Configuration1 ×
- Math Formula1 ×
- Merge Variables1 ×
- Rule Engine Variable1 ×
- Sorter1 ×
- String Manipulation (Variable)1 ×
- String to Date&Time1 ×
Table Column to Variable1 ×Table Row to Variable1 ×- Ungroup1 ×
Variable to Table Column1 ×Variable to Table Row1 ×- Workflow Executor1 ×
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Data Generation
- FeatureKNIME Integrated Deployment
- FeatureKNIME JavaScript Views
- FeatureKNIME Javasnippet
- Show all 7 modules
Links
- No links available