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    Regression
    • 23 Dec 2022
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    Contents

    Regression

    • Updated on 23 Dec 2022
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    Article summary

    Description

    The Regression node is used to apply a regression model to a data set.

    Configuration Options

    Basic Configuration Options

    SettingDescription\Parameters
    Model TypeThe predictive model type.

    Options
    • RidgeRegression
    • MultipleLinearRegression
    • RandomForest
    • GradientBoostedTrees
    Model ActionRebuildAndScore will automatically rebuild the model everytime you score.

    Options
    • Score
    • RebuildAndScore
    TargetThe column we are predicting
    PredictorsThe columns we are using to predict
    Split ColumnsOptional setting to split the data/models based on a value in the selected columns
    Role ColumnThis optional column will further split data into SCORING or MODELING.
    Num ThreadsNumber of threads to allocate for the processing of this node
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