NL Optimization
  • 13 Jan 2023
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NL Optimization

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Article summary

Description

The NL Optimization node solves an optimization problem where some of the constraints are nonlinear.


Configuration Options

Basic Configuration Options

SettingDescription\Parameters
Split ColumnsThe selected columns split the data set over to build additional models.
Optimization Type
Options
  • Minimize
  • Maximize
Objective FunctionObjective function for optimization. Written in JavaScript.
Role ColumnsSplits input data into SCORING or TRAINING. Builds the model from TRAINING data.
Predictors to OptimizeThe columns we are optimizing.

Advanced Configuration Options

SettingDescription
Minimum Percent ChangeContinue to run optimization until the change is less than this minimum.
Number of IterationsNumber of iterations to run the optimization for.
Iteration Sample SizeNumber of data rows per iteration.
Verbose OutputFlag for debug logging.

Actions

ActionDescription
PreviewOnce the node is configured, the combined result set can be previewed at any time.

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