Description
The NL Optimization node solves an optimization problem where some of the constraints are nonlinear.
Configuration Options
Basic Configuration Options
| Setting |
Description\Parameters |
Split Columns |
The selected columns split the data set over to build additional models. |
Optimization Type |
Options |
Objective Function |
Objective function for optimization. Written in JavaScript. |
Role Columns |
Splits input data into SCORING or TRAINING. Builds the model from TRAINING data. |
Predictors to Optimize |
The columns we are optimizing. |
Advanced Configuration Options
| Setting |
Description |
Minimum Percent Change |
Continue to run optimization until the change is less than this minimum. |
Number of Iterations |
Number of iterations to run the optimization for. |
Iteration Sample Size |
Number of data rows per iteration. |
Verbose Output |
Flag for debug logging. |
Actions
| Action |
Description |
Preview |
Once the node is configured, the combined result set can be previewed at any time. |