NL Optimization
- 23 Dec 2022
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NL Optimization
- Updated on 23 Dec 2022
- 1 Minute to read
- Print
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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 |
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