05_​Model_​Optimization

0 ×

This workflow optimizes the parameters of a machine learning model that predicts the residual of time series (energy consumption). The residual of time series is what is left after removing the trend and first and second seasonality. The optimized parameters are the number of trees and tree depth in a Random Forest model.

URL: Parameter Optimization for Prediction Loops https://youtu.be/IlqepyIba6Y
URL: Slides on the KNIME Website https://www.knime.com/form/material-download-registration

Nodes

• Math Formula40 ×
• Column Filter28 ×
• Integer Configuration23 ×
• Column Rename18 ×
• Component Input18 ×
• Show all 61 nodes

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Column Expressions (legacy)
• FeatureKNIME Data Generation
• FeatureKNIME Ensemble Learning Wrappers
• FeatureKNIME JavaScript Views
• Show all 12 modules

Links

• No links available