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    Forecast
    • 23 Dec 2022
    • 1 Minute to read
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    Contents

    Forecast

    • Updated on 23 Dec 2022
    • 1 Minute to read
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    Article summary

    Description

    The Forecast node is used to apply a forecast model to a data set.

    Configuration Options

    Basic Configuration Options

    SettingDescription\Parameters
    TargetThe column we are predicting
    PredictorsThe columns we are using to predict
    Outlier ColumnColumn to use as outlier
    Split ColumnsOptional setting to split the data/models based on a value in the selected columns
    Sort By ColumnsSort data rows by these columns

    Advanced Configuration Options

    SettingDescription
    Model Type

    Options
    • Auto
    • Seasonal Causal
    Seasonality Type

    Options
    • Auto
    • None
    • Additive
    • Linear
    • Multiplicative
    Consider Linear Seasonality.
    Periodicity.
    Force Non-Negative Forecasts.
    Prune Weak Predictors.
    Min RSQR for Predictors.
    Include Linear Term.
    Standardize Predictors.
    Auto-lag Predictors.
    Fill Target Zeroes With.
    Number of Threads.
    Automatically Detect/Exclude Outliers.
    Min MAPE Improvement for Outlier.
    Seasonality Extraction Bandwidth.
    Trend Smoothing Bandwidth.
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