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    NL Optimization
    • 06 Jan 2023
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    Contents

    NL Optimization

    • Updated on 06 Jan 2023
    • 1 Minute to read
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    Article summary

    Description

    The NL Optimization node is used to solve an optimization problem where some of the constraints are nonlinear.


    Configuration Options

    Basic Configuration Options

    SettingDescription\Parameters
    Split ColumnsThe selected column(s) will be used to 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
    PreviewAfter configuring the node, the combined result set can be previewed by clicking the Preview button.
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