Description
The NL Optimization node is used to solve an optimization problem where some of the constraints are nonlinear.
Configuration Options
Basic Configuration Options
| Setting | Description\Parameters |
|---|---|
Optimization Type |
Options
|
Objective Function |
Objective function for optimization |
Predictors to Optimize |
. |
Role Columns |
Optional column to further split data into SCORING or MODELING |
Split Columns |
Optional setting to split the data/models based on a value in the selected columns |
Num Threads |
Number of threads to allocate for the processing of this node |
Advanced Configuration Options
| Setting | Description |
|---|---|
Min % Change |
Continue to run optimization until the percent change is not met |
Num Iterations |
Number of iterations to run for optimization |
Iteration Sample Size |
Number of rows of data per iteration |
Verbose Output |
Flag for debug logging |