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    Regression
    • 13 Jan 2023
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    Contents

    Regression

    • Updated on 13 Jan 2023
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    Article summary

    Description

    The Regression node applies a regression model to a data set; determine the relationship between variables.


    Configuration Options

    Basic Configuration Options

    SettingDescription\Parameters
    Split ColumnsThe selected columns split the data set over to build additional models.
    Model TypeThe model type.

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

    Options
    • Score
    • RebuildAndScore
    TargetThe column we are predicting; can be continuous or categorical in nature.
    Role ColumnSplits input data into SCORING or TRAINING. Builds the model from TRAINING data.
    PredictorsThe columns we are using to predict.

    Actions

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